Key primary_fuel fPM_Min_lb_per_

MWh_Rank

Reason_for_Removal as top ranked unit 

for fPM new source floor

ORIS Code

1588_7 oil 1 The submitted test results with the lowest 

emission rate for Mystic Unit 7 were 

1588

617_PPE3 oil 2 617

617_PPE1 oil 3 617

548_2 oil 4 548

562_2 oil 5 562

617_PPE4 oil 6 617

617_PPE2 oil 7 617

2493_60 oil 8 2493

8906_40 oil 9 8906

621_PTF1 oil 10 621

2516_3 oil 11 2516

621_PTF2 oil 12 621

6043_PMR2 oil 13 6043

609_PCC1 oil 14 609

6042_PMT2 oil 15 6042

2493_70 oil 16 2493

667_3 oil 17 667

2516_2 oil 18 2516

6043_PMR1 oil 19 6043

8906_50 oil 20 8906

8906_30 oil 21 8906

6042_PMT1 oil 22 6042

2517_4 oil 23 2517

2050_1 oil 24 2050

609_PPC2 oil 25 609

8054_1 oil 26 8054

619_PRV4 oil 27 619

619_PRV3 oil 28 619

715_1 oil 29 715
Plant Name boiler_id configuration_id Unit Type

Mystic Generating Station 7 7 Conventional Boiler

Port Everglades PPE3 PPE03 Conventional Boiler

Port Everglades PPE1 PPE01 Conventional Boiler

Norwalk - Norwalk Power LLC 2 2 Conventional Boiler

Middletown 2 2 Conventional Boiler

Port Everglades PPE4 PPE04 Conventional Boiler

Port Everglades PPE2 PPE02 Conventional Boiler

East River 60 60 Conventional Boiler

Astoria Generating Station 40 A-S0003 Conventional Boiler

Turkey Point PTF1 PTF01 Conventional Boiler

Northport 3 Unit3 Conventional Boiler

Turkey Point PTF2 PTF02 Conventional Boiler

Martin PMR2 PMR02 Conventional Boiler

Cape Canaveral PCC1 PCC01 Conventional Boiler

Manatee PMT2 PMT02 Conventional Boiler

East River 70 70 Conventional Boiler

Northside Generating Station 3 3 Conventional Boiler

Northport 2 Unit2 Conventional Boiler

Martin PMR1 PMR01 Conventional Boiler

Astoria Generating Station 50 A-S0004 Conventional Boiler

Astoria Generating Station 30 A-S0002 Conventional Boiler

Manatee PMT1 PMT01 Conventional Boiler

Port Jefferson 4 Unit4 Conventional Boiler

Baxter Wilson 1 001 Conventional Boiler

Cape Canaveral PPC2 PCC02 Conventional Boiler

Gerald Andrus 1 001 Conventional Boiler

Riviera PRV4 PRV04 Conventional Boiler

Riviera PRV3 PRV03 Conventional Boiler

McManus 1 Unit 1 Conventional Boiler
boiler_type MWe_capacity max_heat_

input

compound EF_1mg Final_EF_

Units

From

Tangential firing 586 5646 Filterable Particulate 1.45E-03 lb/MMBtu Part II

Wall firing - front firing 395 4000 Filterable Particulate 1.33E-03 lb/MMBtu Part II

Wall firing - front firing 226 2300 Filterable Particulate 1.50E-03 lb/MMBtu Part II

Tangential firing 178 1776 Filterable Particulate 1.57E-03 lb/MMBtu ERT

Wall firing - front firing 125 1173.27 Filterable Particulate 3.16E-03 lb/MMBtu ERT

Wall firing - front firing 395 4000 Filterable Particulate 3.33E-03 lb/MMBtu Part II

Wall firing - front firing 226 2300 Filterable Particulate 7.17E-03 lb/MMBtu Part II

Wall firing - opposed firing 129.4 1930 Filterable Particulate 6.15E-03 lb/MMBtu ERT

Tangential firing 388.25 4074 Filterable Particulate 1.34E-02 lb/MMBtu ERT

Wall firing - front firing 421 4000 Filterable Particulate 1.78E-02 lb/MMBtu Part II

Tangential firing 375 3650 Filterable Particulate 1.84E-02 lb/MMBtu ERT

Wall firing - front firing 407 4000 Filterable Particulate 1.87E-02 lb/MMBtu Part II

Wall firing - front firing 859 9040 Filterable Particulate 1.80E-02 lb/MMBtu Part II

Wall firing - front firing 397 4000 Filterable Particulate 2.28E-02 lb/MMBtu Part II

Wall firing - front firing 854 8650 Filterable Particulate 2.30E-02 lb/MMBtu ERT

Wall firing - front firing 198 1982 Filterable Particulate 2.40E-02 lb/MMBtu Part II

Wall firing - front firing 538 4857 Filterable Particulate 2.73E-02 lb/MMBtu Part II

Tangential firing 375 3650 Filterable Particulate 2.63E-02 lb/MMBtu ERT

Wall firing - front firing 859 9040 Filterable Particulate 2.47E-02 lb/MMBtu Part II

Tangential firing 386 4094 Filterable Particulate 2.53E-02 lb/MMBtu Part II

Wall firing - front firing 383.5 3984 Filterable Particulate 2.63E-02 lb/MMBtu Part II

Wall firing - front firing 841 8650 Filterable Particulate 2.78E-02 lb/MMBtu Part II

Tangential firing 190 1850 Filterable Particulate 3.21E-02 lb/MMBtu ERT

Tangential firing 408 4900 Filterable Particulate 2.65E-02 lb/MMBtu ERT

Wall firing - front firing 375 4000 Filterable Particulate 3.17E-02 lb/MMBtu Part II

Wall firing - unspecified 737 6650 Filterable Particulate 3.80E-02 lb/MMBtu ERT

Wall firing - front firing 289 3260 Filterable Particulate 3.25E-02 lb/MMBtu Part II

Wall firing - front firing 289 3260 Filterable Particulate 3.48E-02 lb/MMBtu Part II

Wall firing - front firing 45 450 Filterable Particulate 5.09E-02 lb/MMBtu ERT
BDL Report_id 

(Part II)

Count of 

Runs

Count of 

Methods

Submittal

_ID (ERT)

MaxOfEF_

Changed

Submitted

_EF 

(lb/MMBt

u)

AvgOf1mg Config_he

at_rate_M

MBtu/M

Wh

0 PM-4 3 0 1.03E-03 1.40E-03 9.6

0 PPE03 2009 6 6 1.33E-03 1.33E-03 10.1

0 PPE01 2006 6 6 1.50E-03 1.50E-03 10.2

No 3 3 1000 1.57E-03 1.57E-03 10.0

No 3 3 1001 3.16E-03 3.16E-03 9.4

0 PPE04 2007 6 6 3.33E-03 3.33E-03 10.1

0 PPE02 2007 6 6 7.17E-03 7.17E-03 10.2

No 3 3 1259 6.15E-03 6.15E-03 14.9

No 3 3 2004 1.34E-02 1.34E-02 10.5

0 PTF01 2007 6 6 1.78E-02 1.78E-02 9.5

No 6 6 1947 1.84E-02 1.84E-02 9.7

0 PTF02 2007 6 6 1.87E-02 1.87E-02 9.8

0 PMR 2 Compliance 20083 3 1.80E-02 1.80E-02 10.5

0 PCC 1 Particulate 20086 6 2.28E-02 2.28E-02 10.1

No 6 6 2292 2.30E-02 2.30E-02 10.1

0 032007 1 0 2.40E-02 10.0

0 N3_2009_PMNSB 3 3 2.73E-02 2.73E-02 9.0

No 6 6 2053 2.63E-02 2.63E-02 9.7

0 PMR 1 Compliance 20083 3 2.47E-02 2.47E-02 10.5

0 Particulate 50 4 4 2.53E-02 10.6

0 Particulate 30 4 4 2.63E-02 10.4

0 PMT 1 Particulate 20086 0 2.78E-02 2.78E-02 10.3

No 3 3 1949 3.21E-02 3.21E-02 9.7

No 6 6 1298 2.65E-02 2.65E-02 12.0

0 PCC 2 Particulate 20096 6 3.17E-02 3.17E-02 10.7

No 6 6 1295 3.80E-02 3.80E-02 9.0

0 PRV 4 Particulate 20086 6 3.25E-02 3.25E-02 11.3

0 PRV 3 Particulate 20076 6 3.48E-02 3.48E-02 11.3

No 3 3 2159 5.09E-02 5.09E-02 10.0
20 21 22 23 24

lb/MWh for 

UPL

control_gro

up_1

control_type_1 install_date_1 control_group_2 control_ty

pe_2

9.92E-03 PM control Electrostatic precipitator, cold side, w/o flue gas conditioning 12/01/78

1.35E-02 PM control Electrostatic precipitator, cold side, w/o flue gas conditioning 06/01/07

1.53E-02 PM control Electrostatic precipitator, cold side, w/o flue gas conditioning 02/01/06

1.57E-02 NOx control Selective Noncatalytic Reduction 10/01/95 PM control Electrostatic precipitator, cold sid

2.97E-02 NOx control Selective Noncatalytic Reduction 10/01/08 PM control Electrostatic precipitator, hot sid

3.38E-02 PM control Electrostatic precipitator, cold side, w/o flue gas conditioning 05/01/07

7.29E-02 PM control Electrostatic precipitator, cold side, w/o flue gas conditioning 06/01/05

9.18E-02

1.41E-01

1.69E-01 PM control Multiple cyclone 04/01/67

1.79E-01 PM control Electrostatic precipitator, cold side, w/o flue gas conditioning 06/01/72

1.83E-01 PM control Multiple cyclone 04/01/68

1.89E-01 PM control Multiple cyclone 06/01/81

2.30E-01 PM control Multiple cyclone 04/01/65

2.33E-01 PM control Multiple cyclone 11/01/77

2.40E-01

2.46E-01

2.56E-01 PM control Electrostatic precipitator, cold side, w/o flue gas conditioning 04/01/74

2.60E-01 PM control Multiple cyclone 12/01/80

2.68E-01

2.73E-01

2.86E-01 PM control Multiple cyclone 10/01/76

3.12E-01 PM control Electrostatic precipitator, cold side, w/o flue gas conditioning 11/01/60

3.18E-01

3.38E-01 PM control Multiple cyclone 05/01/69

3.42E-01

3.67E-01 PM control Multiple cyclone 03/01/63

3.93E-01 PM control Multiple cyclone 05/01/62

5.09E-01
25 26 27 28 29 30 31

install_dat

e_2

control_group_3 control_ty

pe_3

install_dat

e_3

control_group_4 control_ty

pe_4

install_dat

e_4

06/01/62

08/01/54
32 33 34 35 36 37 38 39 40

control_gr

oup_5

control_ty

pe_5

install_dat

e_5

control_gr

oup_6

control_ty

pe_6

install_dat

e_6

control_gr

oup_7

control_ty

pe_7

install_dat

e_7
41 42 43 44 45 46 47 48 49

control_gr

oup_8

control_ty

pe_8

install_dat

e_8

control_gr

oup_9

control_ty

pe_9

install_dat

e_9

control_gr

oup_10

control_ty

pe_10

install_dat

e_10
50 51 52 53 54 55

control_gr

oup_11

control_ty

pe_11

install_dat

e_11

control_gr

oup_12

control_ty

pe_12

install_dat

e_12
facility_name

Reason_for_Removal as top ranked 

unit for fPM new source floor

facility_ID boiler_id

1588_7 Mystic Generating Station The submitted test results with the lowest emission rate for Mystic Unit 7 were a1588 7

1588_7 Mystic Generating Station Removal of the lowest test for Mystic, made Port Everglades Unit 3, the best per1588 7

1588_7 Mystic Generating Station Exclusion of the low load test is consistent with the provisions of §63.10007(a)(21588 7

1588_7 Mystic Generating Station 1588 7

617_PPE3 Port Everglades New Source Floor Unit 617 PPE3

617_PPE3 Port Everglades 617 PPE3

617_PPE3 Port Everglades 617 PPE3

617_PPE3 Port Everglades 617 PPE3

617_PPE1 Port Everglades 617 PPE1

617_PPE1 Port Everglades 617 PPE1

617_PPE1 Port Everglades 617 PPE1

617_PPE1 Port Everglades 617 PPE1

548_2 Norwalk - Norwalk Power LLC 548 2

562_2 Middletown 562 2

617_PPE4 Port Everglades 617 PPE4

617_PPE4 Port Everglades 617 PPE4

617_PPE4 Port Everglades 617 PPE4

617_PPE4 Port Everglades 617 PPE4

617_PPE2 Port Everglades 617 PPE2

617_PPE2 Port Everglades 617 PPE2

617_PPE2 Port Everglades 617 PPE2

617_PPE2 Port Everglades 617 PPE2

2493_60 East River 2493 60

2493_60 East River 2493 60

8906_40 Astoria Generating Station 8906 40

8906_40 Astoria Generating Station 8906 40

8906_40 Astoria Generating Station 8906 40

621_PTF1 Turkey Point 621 PTF1

621_PTF1 Turkey Point 621 PTF1

621_PTF1 Turkey Point 621 PTF1

621_PTF1 Turkey Point 621 PTF1

621_PTF1 Turkey Point 621 PTF1

621_PTF1 Turkey Point 621 PTF1

2516_3 Northport 2516 3

621_PTF2 Turkey Point 621 PTF2

621_PTF2 Turkey Point 621 PTF2

621_PTF2 Turkey Point 621 PTF2

621_PTF2 Turkey Point 621 PTF2

621_PTF2 Turkey Point 621 PTF2

621_PTF2 Turkey Point 621 PTF2

6043_PMR2 Martin 6043 PMR2

6043_PMR2 Martin 6043 PMR2

6043_PMR2 Martin 6043 PMR2

6043_PMR2 Martin 6043 PMR2
6043_PMR2 Martin 6043 PMR2

6043_PMR2 Martin 6043 PMR2

609_PCC1 Cape Canaveral 609 PCC1

609_PCC1 Cape Canaveral 609 PCC1

609_PCC1 Cape Canaveral 609 PCC1

609_PCC1 Cape Canaveral 609 PCC1

609_PCC1 Cape Canaveral 609 PCC1

6042_PMT2 Manatee 6042 PMT2

6042_PMT2 Manatee 6042 PMT2

6042_PMT2 Manatee 6042 PMT2

6042_PMT2 Manatee 6042 PMT2

6042_PMT2 Manatee 6042 PMT2

6042_PMT2 Manatee 6042 PMT2

2493_70 East River 2493 70

667_3 Northside Generating Station 6673

667_3 Northside Generating Station 6673

667_3 Northside Generating Station 6673

667_3 Northside Generating Station 6673

667_3 Northside Generating Station 6673

667_3 Northside Generating Station 6673

667_3 Northside Generating Station 6673

667_3 Northside Generating Station 6673

667_3 Northside Generating Station 6673

667_3 Northside Generating Station 6673

667_3 Northside Generating Station 6673

2516_2 Northport 25162

6043_PMR1 Martin 6043 PMR1

6043_PMR1 Martin 6043 PMR1

6043_PMR1 Martin 6043 PMR1

6043_PMR1 Martin 6043 PMR1

6043_PMR1 Martin 6043 PMR1

6043_PMR1 Martin 6043 PMR1

8906_50 Astoria Generating Station 8906 50

8906_30 Astoria Generating Station 8906 30

6042_PMT1 Manatee 6042 PMT1

6042_PMT1 Manatee 6042 PMT1

6042_PMT1 Manatee 6042 PMT1

6042_PMT1 Manatee 6042 PMT1

6042_PMT1 Manatee 6042 PMT1

6042_PMT1 Manatee 6042 PMT1

2517_4 Port Jefferson 25174

2050_1 Baxter Wilson 20501

609_PPC2 Cape Canaveral 609 PPC2

609_PPC2 Cape Canaveral 609 PPC2

609_PPC2 Cape Canaveral 609 PPC2

609_PPC2 Cape Canaveral 609 PPC2

609_PPC2 Cape Canaveral 609 PPC2
8054_1 Gerald Andrus 8054

1

619_PRV4 Riviera 619 PRV4

619_PRV4 Riviera 619 PRV4

619_PRV4 Riviera 619 PRV4

619_PRV4 Riviera 619 PRV4

619_PRV4 Riviera 619 PRV4

619_PRV3 Riviera 619 PRV3

619_PRV3 Riviera 619 PRV3

619_PRV3 Riviera 619 PRV3

619_PRV3 Riviera 619 PRV3

619_PRV3 Riviera 619 PRV3

715_1 McManus 7151
configurat

ion_id

compoun

d EF_1mg

Final_EF_

Units From Report_id

CountOfR

uns

Submittal_I

D_ERT lb/MMBtu

7 Filterable Particulate 1.03E-03 lb/MMBtu Part II PM-4 3 1.03E-03

7 Filterable Particulate 3.67E-03 lb/MMBtu Part II PM-3 3 3.67E-03

7 Filterable Particulate 4.33E-03 lb/MMBtu Part II PM-1 3 4.33E-03

7 Filterable Particulate 8.33E-03 lb/MMBtu Part II PM-2 3 8.33E-03

PPE03 Filterable Particulate 1.33E-03 lb/MMBtu Part II PPE03 2009 6 1.33E-03

PPE03 Filterable Particulate 2.26E-03 lb/MMBtu ERT 6 2285 2.26E-03

PPE03 Filterable Particulate 7.50E-03 lb/MMBtu Part II PPE03 2007 6 7.50E-03

PPE03 Filterable Particulate 1.07E-02 lb/MMBtu Part II PPE03 2008 6 1.07E-02

PPE01 Filterable Particulate 1.50E-03 lb/MMBtu Part II PPE01 2006 6 1.50E-03

PPE01 Filterable Particulate 2.33E-03 lb/MMBtu Part II PPE01 2009 6 2.33E-03

PPE01 Filterable Particulate 2.18E-02 lb/MMBtu Part II PPE01 2008 5 2.18E-02

PPE01 Filterable Particulate 2.45E-02 lb/MMBtu Part II PPE01 2007 6 2.45E-02

2 Filterable Particulate 1.57E-03 lb/MMBtu ERT 3 1000 1.57E-03

2 Filterable Particulate 3.16E-03 lb/MMBtu ERT 3 1001 3.16E-03

PPE04 Filterable Particulate 3.33E-03 lb/MMBtu Part II PPE04 2007 6 3.33E-03

PPE04 Filterable Particulate 3.99E-03 lb/MMBtu ERT 6 2286 3.99E-03

PPE04 Filterable Particulate 9.50E-03 lb/MMBtu Part II PPE04 2009 6 9.50E-03

PPE04 Filterable Particulate 1.02E-02 lb/MMBtu Part II PPE04 2008 6 1.02E-02

PPE02 Filterable Particulate 7.17E-03 lb/MMBtu Part II PPE02 2007 6 7.17E-03

PPE02 Filterable Particulate 8.33E-03 lb/MMBtu Part II PPE02 2009 6 8.33E-03

PPE02 Filterable Particulate 1.35E-02 lb/MMBtu Part II PPE02 2006 6 1.35E-02

PPE02 Filterable Particulate 1.75E-02 lb/MMBtu Part II PPE02 2008 6 1.75E-02

60 Filterable Particulate 6.15E-03 lb/MMBtu ERT 3 1259 6.15E-03

60 Filterable Particulate 2.70E-02 lb/MMBtu Part II 022007 1

A-S0003 Filterable Particulate 1.34E-02 lb/MMBtu ERT 3 2004 1.34E-02

A-S0003 Filterable Particulate 1.58E-02 lb/MMBtu ERT 3 2006 1.58E-02

A-S0003 Filterable Particulate 2.77E-02 lb/MMBtu Part II Particulate 40 4

PTF01 Filterable Particulate 1.78E-02 lb/MMBtu Part II PTF01 2007 6 1.78E-02

PTF01 Filterable Particulate 2.56E-02 lb/MMBtu ERT 6 2287 2.56E-02

PTF01 Filterable Particulate 3.63E-02 lb/MMBtu Part II PTF01 2006 6 3.63E-02

PTF01 Filterable Particulate 4.17E-02 lb/MMBtu Part II PTF01 2008 6 4.17E-02

PTF01 Filterable Particulate 4.93E-02 lb/MMBtu Part II PTF01 2009 6 4.93E-02

PTF01 Filterable Particulate 5.33E-02 lb/MMBtu Part II PTF01 2005 6 5.33E-02

Unit3 Filterable Particulate 1.84E-02 lb/MMBtu ERT 6 1947 1.84E-02

PTF02 Filterable Particulate 1.87E-02 lb/MMBtu Part II PTF02 2007 6 1.87E-02

PTF02 Filterable Particulate 2.28E-02 lb/MMBtu ERT 6 2288 2.28E-02

PTF02 Filterable Particulate 2.68E-02 lb/MMBtu Part II PTF02 2006 6 2.68E-02

PTF02 Filterable Particulate 3.40E-02 lb/MMBtu Part II PTF02 2005 6 3.40E-02

PTF02 Filterable Particulate 3.72E-02 lb/MMBtu Part II PTF02 2008 6 3.72E-02

PTF02 Filterable Particulate 4.02E-02 lb/MMBtu Part II PTF02 2009 6 4.02E-02

PMR02 Filterable Particulate 1.80E-02 lb/MMBtu Part II PMR 2 Compliance 20083 1.80E-02

PMR02 Filterable Particulate 2.12E-02 lb/MMBtu ERT 6 2290 2.12E-02

PMR02 Filterable Particulate 2.73E-02 lb/MMBtu Part II PMR 2 Compliance 20073 2.73E-02

PMR02 Filterable Particulate 2.90E-02 lb/MMBtu Part II PMR 2 Compliance 20063 2.90E-02
PMR02 Filterable Particulate 3.37E-02 lb/MMBtu Part II PMR 2 Compliance 20093 3.37E-02

PMR02 Filterable Particulate 3.90E-02 lb/MMBtu Part II PMR 2 Compliance 20053 3.90E-02

PCC01 Filterable Particulate 2.28E-02 lb/MMBtu Part II PCC 1 Particulate 20086 2.28E-02

PCC01 Filterable Particulate 2.62E-02 lb/MMBtu Part II PCC 1 Particulate 20096 2.62E-02

PCC01 Filterable Particulate 3.12E-02 lb/MMBtu Part II PCC 1 Particulate 20056 3.12E-02

PCC01 Filterable Particulate 4.30E-02 lb/MMBtu Part II PCC 1 Particulate 20076 4.30E-02

PCC01 Filterable Particulate 5.32E-02 lb/MMBtu Part II PCC 1 Particulate 20066 5.32E-02

PMT02 Filterable Particulate 2.30E-02 lb/MMBtu ERT 6 2292 2.30E-02

PMT02 Filterable Particulate 2.85E-02 lb/MMBtu Part II PMT 2 Particulate 20086 2.85E-02

PMT02 Filterable Particulate 3.02E-02 lb/MMBtu Part II PMT 2 Particulate 20056 3.02E-02

PMT02 Filterable Particulate 3.95E-02 lb/MMBtu Part II PMT 2 Particulate 20096 3.95E-02

PMT02 Filterable Particulate 4.20E-02 lb/MMBtu Part II PMT Particulate 2007 6 4.20E-02

PMT02 Filterable Particulate 4.40E-02 lb/MMBtu Part II PMT 2 Pariculate 20066 4.40E-02

70 Filterable Particulate 2.40E-02 lb/MMBtu Part II 032007 1

3 Filterable Particulate 2.73E-02 lb/MMBtu Part II N3_2009_PMNSB 3 2.73E-02

3 Filterable Particulate 3.93E-02 lb/MMBtu Part II N3_2008_PMNSB 3 3.93E-02

3 Filterable Particulate 4.43E-02 lb/MMBtu ERT 6 2186 4.43E-02

3 Filterable Particulate 4.47E-02 lb/MMBtu Part II N3_2008_PMSB 3 4.47E-02

3 Filterable Particulate 5.20E-02 lb/MMBtu Part II N3_2006_PMNSB 3 5.20E-02

3 Filterable Particulate 5.30E-02 lb/MMBtu Part II N3_2007_PMNSB 3 5.30E-02

3 Filterable Particulate 6.00E-02 lb/MMBtu Part II N3_2007_PMSB 3 6.00E-02

3 Filterable Particulate 7.27E-02 lb/MMBtu Part II N3_2009_PMSB 3 7.27E-02

3 Filterable Particulate 8.07E-02 lb/MMBtu Part II N3_2005_PMNSB 3 8.07E-02

3 Filterable Particulate 1.42E-01 lb/MMBtu Part II N3_2006_PMSB 3 1.42E-01

3 Filterable Particulate 1.43E-01 lb/MMBtu Part II N3_2005_PMSB 3 1.43E-01

Unit2 Filterable Particulate 2.63E-02 lb/MMBtu ERT 6 2053 2.63E-02

PMR01 Filterable Particulate 2.47E-02 lb/MMBtu Part II PMR 1 Compliance 20083 2.47E-02

PMR01 Filterable Particulate 2.77E-02 lb/MMBtu ERT 6 2289 2.77E-02

PMR01 Filterable Particulate 3.30E-02 lb/MMBtu Part II PMR 1 Compliance 20053 3.30E-02

PMR01 Filterable Particulate 3.70E-02 lb/MMBtu Part II PMR 1 Compliance 20073 3.70E-02

PMR01 Filterable Particulate 3.83E-02 lb/MMBtu Part II PMR 1 Compliance 20063 3.83E-02

PMR01 Filterable Particulate 4.13E-02 lb/MMBtu Part II PMR 1 Compliance 20093 4.13E-02

A-S0004 Filterable Particulate 2.53E-02 lb/MMBtu Part II Particulate 50 4

A-S0002 Filterable Particulate 2.63E-02 lb/MMBtu Part II Particulate 30 4

PMT01 Filterable Particulate 2.78E-02 lb/MMBtu Part II PMT 1 Particulate 20086 2.78E-02

PMT01 Filterable Particulate 2.97E-02 lb/MMBtu Part II PMT 1 Particulate 20076 2.97E-02

PMT01 Filterable Particulate 3.32E-02 lb/MMBtu Part II PMT 1 Particulate 20096 3.32E-02

PMT01 Filterable Particulate 3.52E-02 lb/MMBtu ERT 6 2291 3.52E-02

PMT01 Filterable Particulate 4.32E-02 lb/MMBtu Part II PMT 1 Particulate 20056 4.32E-02

PMT01 Filterable Particulate 4.78E-02 lb/MMBtu Part II PMT 1 Particulate 2006 4.78E-02

Unit4 Filterable Particulate 3.21E-02 lb/MMBtu ERT 3 1949 3.21E-02

001 Filterable Particulate 2.65E-02 lb/MMBtu ERT 6 1298 2.65E-02

PCC02 Filterable Particulate 3.17E-02 lb/MMBtu Part II PCC 2 Particulate 20096 3.17E-02

PCC02 Filterable Particulate 3.85E-02 lb/MMBtu Part II PCC 2 Particulate 20086 3.85E-02

PCC02 Filterable Particulate 3.98E-02 lb/MMBtu Part II PCC 2 Particulate 20076 3.98E-02

PCC02 Filterable Particulate 3.98E-02 lb/MMBtu Part II PCC 2 Particulate 20056 3.98E-02

PCC02 Filterable Particulate 5.37E-02 lb/MMBtu Part II PCC 2 Particulate 20066 5.37E-02
001 Filterable Particulate 3.80E-02 lb/MMBtu ERT 6 1295 3.80E-02

PRV04 Filterable Particulate 3.25E-02 lb/MMBtu Part II PRV 4 Particulate 20086 3.25E-02

PRV04 Filterable Particulate 3.90E-02 lb/MMBtu Part II PRV 4 Particulate 20096 3.90E-02

PRV04 Filterable Particulate 3.92E-02 lb/MMBtu Part II PRV 4 Particulate 20056 3.92E-02

PRV04 Filterable Particulate 4.50E-02 lb/MMBtu Part II PRV 4 Particulate 20076 4.50E-02

PRV04 Filterable Particulate 5.88E-02 lb/MMBtu Part II PRV 4 Particulate 20066 5.88E-02

PRV03 Filterable Particulate 3.48E-02 lb/MMBtu Part II PRV 3 Particulate 20076 3.48E-02

PRV03 Filterable Particulate 3.55E-02 lb/MMBtu Part II PRV 3 Particulate 20086 3.55E-02

PRV03 Filterable Particulate 4.10E-02 lb/MMBtu Part II PRV 3 Particulate 20056 4.10E-02

PRV03 Filterable Particulate 5.43E-02 lb/MMBtu Part II PRV 3 Particulate 20096 5.43E-02

PRV03 Filterable Particulate 5.78E-02 lb/MMBtu Part II PRV 3 Particulate 20066 5.78E-02

Unit 1 Filterable Particulate 5.09E-02 lb/MMBtu ERT 3 2159 5.09E-02
Config_heat_r

ate_MMBtu/

MWh

UPL 

lb/MWh

fPM_Min_lb_

per_MWh_Ra

nk

9.6 9.96E-03 1 Test was conducted at 25% of full load.

9.6 3.53E-02 1 Test was conducted while burning >60% Natural Gas.

9.6 4.18E-02 1

9.6 8.03E-02 1

10.1 1.35E-02 2

10.1 2.29E-02 2 This test reflects an average of concurrent M29 and OTM27 Runs.

10.1 7.59E-02 2

10.1 1.08E-01 2

10.2 1.53E-02 3

10.2 2.37E-02 3

10.2 2.22E-01 3

10.2 2.49E-01 3

10.0 1.57E-02 4

9.4 2.97E-02 5

10.1 3.38E-02 6

10.1 4.04E-02 6

10.1 9.62E-02 6

10.1 1.03E-01 6

10.2 7.29E-02 7

10.2 8.48E-02 7

10.2 1.37E-01 7

10.2 1.78E-01 7

14.9 9.18E-02 8

14.9 0.00E+00 8

10.5 1.41E-01 9

10.5 1.66E-01 9

10.5 0.00E+00 9

9.5 1.69E-01 10

9.5 2.43E-01 10

9.5 3.45E-01 10

9.5 3.96E-01 10

9.5 4.69E-01 10

9.5 5.07E-01 10

9.7 1.79E-01 11

9.8 1.83E-01 12

9.8 2.24E-01 12

9.8 2.64E-01 12

9.8 3.34E-01 12

9.8 3.65E-01 12

9.8 3.95E-01 12

10.5 1.89E-01 13

10.5 2.24E-01 13

10.5 2.88E-01 13

10.5 3.05E-01 13
10.5 3.54E-01 13

10.5 4.10E-01 13

10.1 2.30E-01 14

10.1 2.64E-01 14

10.1 3.14E-01 14

10.1 4.33E-01 14

10.1 5.36E-01 14

10.1 2.33E-01 15

10.1 2.89E-01 15

10.1 3.06E-01 15

10.1 4.00E-01 15

10.1 4.25E-01 15

10.1 4.46E-01 15

10.0 0.00E+00 16

9.0 2.46E-01 17

9.0 3.55E-01 17

9.0 4.00E-01 17

9.0 4.03E-01 17

9.0 4.69E-01 17

9.0 4.78E-01 17

9.0 5.42E-01 17

9.0 6.56E-01 17

9.0 7.28E-01 17

9.0 1.28E+00 17

9.0 1.29E+00 17

9.7 2.56E-01 18

10.5 2.60E-01 19

10.5 2.92E-01 19

10.5 3.47E-01 19

10.5 3.89E-01 19

10.5 4.03E-01 19

10.5 4.35E-01 19

10.6 0.00E+00 20

10.4 0.00E+00 21

10.3 2.86E-01 22

10.3 3.05E-01 22

10.3 3.41E-01 22

10.3 3.63E-01 22

10.3 4.44E-01 22

10.3 4.92E-01 22

9.7 3.12E-01 23

12.0 3.18E-01 24

10.7 3.38E-01 25

10.7 4.11E-01 25

10.7 4.25E-01 25

10.7 4.25E-01 25

10.7 5.72E-01 25
9.0 3.42E-01 26

11.3 3.67E-01 27

11.3 4.40E-01 27

11.3 4.42E-01 27

11.3 5.08E-01 27

11.3 6.64E-01 27

11.3 3.93E-01 28

11.3 4.00E-01 28

11.3 4.62E-01 28

11.3 6.13E-01 28

11.3 6.52E-01 28

10.0 5.09E-01 29
Runs

617

Port Everglades

PPE3

1 1.35E-02

2 2.29E-02

3 7.59E-02

4 1.08E-01

5

6

7

8

9

10

11

12

13

14

15

16

17

18

19

20

21

22

23

24

25

Emissions

26

27

28

29

30

31

32

33

34

35

Testing Normality Raw Data

Sample Size 4.00

Kurtosis -3.42

SE Kurtosis 1.29

Result Kurtosis non normal

Skewness 0.39

SE Skewness 1.01 RESULT

Result Skewness normal non normal

### Make sure that kurtosis and skewness are copied in "Calculations for Template", in cells H14 and H12 respectivel
ni = number test runs = 4 0 0 0 0 0 0 0 0 0 0

Total Number of sources = 1

n =Total # test runs = 4

3

This step is for QC only:

means 0.05509 #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0!

0.06

Mean =

 

2

2

1

1

1

n

i

i

s x X

n 

 

 

1 1

1

i N n

ij

i j

X x

n  

 

1 1

n m



2 1 1

s

n m

    

 

1

1

N

i

i

df n



 

      

2 1 1

s

n m

    

 

1

1

ni

i ik

i k

x x

n 

 

1

N

i

i

n





N

Pooled Variance = 0.0020

m= number future runs = 1

Term1 1.2500

Term2 0.0025

Squared root Term2 0.050011833

 

2

2

1

1

1

n

i

i

s x X

n 

 

 

1 1

1

i N n

ij

i j

X x

n  

 

1 1

n m



2 1 1

s

n m

    

 

1

1

N

i

i

df n



 

      

2 1 1

s

n m

    

 

1

1

ni

i ik

i k

x x

n 

 

1

N

i

i

n





N
NOTE: the pvalue for the t-statistic is calculated as: 2*alpha, where 1-alpha is desired confidence, so if 99% confidence is desired then alpha=0.01 and 2*alpha=2*(0.01)

t-statistic = quantile t-distribution with df degrees of freedom at .99 confidence level = 4.540703

4

0.127022

97.84%

Conclusion

interval of differences for t-values used 0.41

6.160702858

Adjusted UPL for skewness and kurtosis for all sample size 3.63E-01

3xRDL, 4dscm sample volume from prom lb/MW

Confidence Level is not 99%, Go to recalculate tab to fix the Confidence Level

new t-statistic from tab Recalculate t-statistic

Adjustment for non-normality (skewness and kurtosis) for any sample size in particular for small samples 

a) n = number of test-runs =

b) Calculate u0

Current Confidence Level is

2

1

0

1

1

u

t

n







df t

2 1 1

s

n m

    

 

2

,

1 1 X tdf p

s

n m

 

     

3xRDL, 4dscm sample volume from prom 6.40E-03 lb/MW

Floor Value 3.63E-01 lb/MW

df t

2 1 1

s

n m

    

 

2

,

1 1 X tdf p

s

n m

 

     
mplate", in cells H14 and H12 respectively
Comments Original Data

Use Run in UPL 

Calc? Grade

Part II No Do Not Use; Tests were conducted prior to installation 

Part II No Do Not Use; Tests were conducted prior to installation 

Part II No Do Not Use; Tests were conducted prior to installation 

Part II No Do Not Use; Tests were conducted prior to installation 

Part II No Do Not Use; Tests were conducted prior to installation 

Part II No Do Not Use; Tests were conducted prior to installation 

Burning 37% oil and 63% gas Part II No Do Not Use

Burning 38% oil and 62% gas Part II No Do Not Use

Burning 0% oil and 100% gas Part II No Do Not Use

All 3 Runs were at approximately 25% of full capacity. These 3 runs composed the lowest stack test reported for continental oPart II No Do Not Use

All 3 Runs were at approximately 25% of full capacity. These 3 runs composed the lowest stack test reported for continental oPart II No Do Not Use

All 3 Runs were at approximately 25% of full capacity. These 3 runs composed the lowest stack test reported for continental oPart II No Do Not Use

These tests were conducted prior to the ESP installation and are not representative of the current level of control being achiePart II No Do Not Use

These tests were conducted prior to the ESP installation and are not representative of the current level of control being achiePart II No Do Not Use

These tests were conducted prior to the ESP installation and are not representative of the current level of control being achiePart II No Do Not Use

These tests were conducted prior to the ESP installation and are not representative of the current level of control being achiePart II No Do Not Use

These tests were conducted prior to the ESP installation and are not representative of the current level of control being achiePart II No Do Not Use

These tests were conducted prior to the ESP installation and are not representative of the current level of control being achiePart II No Do Not Use

These tests were conducted prior to the ESP installation and are not representative of the current level of control being achiePart II No Do Not Use

These tests were conducted prior to the ESP installation and are not representative of the current level of control being achiePart II No Do Not Use

These tests were conducted prior to the ESP installation and are not representative of the current level of control being achiePart II No Do Not Use

These tests were conducted prior to the ESP installation and are not representative of the current level of control being achiePart II No Do Not Use

These tests were conducted prior to the ESP installation and are not representative of the current level of control being achiePart II No Do Not Use

These tests were conducted prior to the ESP installation and are not representative of the current level of control being achiePart II No Do Not Use

Part II Yes A

Part II Yes A

Part II Yes A

Part II Yes A

Part II Yes A

Part II Yes A

RTI
Part II Yes

A

Part II YesA

Part II YesA

Part II YesA

Part II YesA

Part II YesA

Part II YesA

Part II YesA

Part II YesA

Part II YesA

Part II YesA

Part II YesA

ERT YesA

ERT YesA

ERT YesA

ERT YesA

ERT YesA

ERT YesA
Conversions

1 ppm SO2= 1.66E-07

1 ppm Hg= 5.20E-07

1000 mg= 1

1000000 ug= 1

454 g= 1

1 m^3= 35.3145

200.59 Hg molecular weight

64.06 SO2 molecular weight

Table 19-2 Fd Fw

Fuel Type dscf/MMBtu wscf/MMBtu

Coal

Anthracite 10100 10540

Bituminous 9780 10640

Lignite 9860 11950

Oil 9190 10320

Subbituminous 9820

Petroleum Coke 9830

QA Calcs

Column 1 Column 2 Column 3 Column 4

Column Source==> 44 44

Mystic Runs to Tests Test Avgs for UPL R1 R2

Test_IDs lb/MW lb/MW lb/MW

3_fPM_T4 9.956E-03 2.1E-02 3.9E-03

3_fPM_T3 3.5E-02 3.9E-02 3.9E-02

3_fPM_T1 4.2E-02 3.9E-02 3.9E-02

3_fPM_T2 8.0E-02 9.6E-02 7.7E-02

Column Source==> 13 13

Port Everglades Runs to Tests Test Avgs for UPL R1 R2

Test_IDs Test Avg lb/MW Run lb/MW Run lb/MW

3_fPM_T5 1.35E-02 1.0E-02 1.0E-02

3_fPM_T6 2.29E-02 1.52E-02 1.02E-02

3_fPM_T3 7.60E-02 8.1E-02 8.1E-02

3_fPM_T4 1.08E-01 8.1E-02 1.1E-01

3_fPM_T1 3.55E-01 5.0E-01 2.5E-01

3_fPM_T2 7.78E-01 9.4E-01 1.1E+00

QA of "1 x MDL" Calculation Function in Cell R11

Term in Row 11, Column R ==> IF(BM11<>"",ROUND((BM11-BL11)*24,0),1)

Purpose of Term===>

Use 1 in this QA Calc to determine the MDL for a 

1

This function determines the duration of the run. If th

start time was not provided, the function returns a 

duration of 1 hour. For a 1 hour run the assumed 

sample volume is 1 dscm. The units of measure of this 

term are therefore dscm.
Anthracite

Bituminous

Lignite

Oil

Pet Coke

Subbituminous

Key

Facility_Nam

e Facility_ID Boiler_ID Fuel1 Used Fuel1 Fraction

3_fPM_T1_R1 Mystic 1588 7 Oil

3_fPM_T1_R2 Mystic 1588 7 Oil

3_fPM_T1_R3 Mystic 1588 7 Oil

3_fPM_T2_R1 Mystic 1588 7 Oil

3_fPM_T2_R2 Mystic 1588 7 Oil

3_fPM_T2_R3 Mystic 1588 7 Oil

3_fPM_T3_R1 Mystic 1588 7 Oil

3_fPM_T3_R2 Mystic 1588 7 Oil

3_fPM_T3_R3 Mystic 1588 7 Oil

3_fPM_T4_R1 Mystic 1588 7 Oil

3_fPM_T4_R2 Mystic 1588 7 Oil

3_fPM_T4_R3 Mystic 1588 7 Oil

3_fPM_T1_R1 Port Everglades 617 PPE3 Number 6 Fuel Oil 100%

3_fPM_T1_R2 Port Everglades 617 PPE3 Number 6 Fuel Oil 100%

3_fPM_T1_R3 Port Everglades 617 PPE3 Number 6 Fuel Oil 100%

3_fPM_T1_R4 Port Everglades 617 PPE3 Number 6 Fuel Oil 100%

3_fPM_T1_R5 Port Everglades 617 PPE3 Number 6 Fuel Oil 100%

3_fPM_T1_R6 Port Everglades 617 PPE3 Number 6 Fuel Oil 100%

3_fPM_T2_R1 Port Everglades 617 PPE3 Number 6 Fuel Oil 100%

3_fPM_T2_R2 Port Everglades 617 PPE3 Number 6 Fuel Oil 100%

3_fPM_T2_R3 Port Everglades 617 PPE3 Number 6 Fuel Oil 100%

3_fPM_T2_R4 Port Everglades 617 PPE3 Number 6 Fuel Oil 100%

3_fPM_T2_R5 Port Everglades 617 PPE3 Number 6 Fuel Oil 100%

3_fPM_T2_R6 Port Everglades 617 PPE3 Number 6 Fuel Oil 100%

3_fPM_T3_R1 Port Everglades 617 PPE3 Number 6 Fuel Oil 100%

3_fPM_T3_R2 Port Everglades 617 PPE3 Number 6 Fuel Oil 100%

3_fPM_T3_R3 Port Everglades 617 PPE3 Number 6 Fuel Oil 100%

3_fPM_T3_R4 Port Everglades 617 PPE3 Number 6 Fuel Oil 100%

3_fPM_T3_R5 Port Everglades 617 PPE3 Number 6 Fuel Oil 100%

3_fPM_T3_R6 Port Everglades 617 PPE3 Number 6 Fuel Oil 100%
3_fPM_T4_R1 Port Everglades 617 PPE3 Number 6 Fuel Oil 100%

3_fPM_T4_R2 Port Everglades 617 PPE3 Number 6 Fuel Oil 100%

3_fPM_T4_R3 Port Everglades 617 PPE3 Number 6 Fuel Oil 100%

3_fPM_T4_R4 Port Everglades 617 PPE3 Number 6 Fuel Oil 100%

3_fPM_T4_R5 Port Everglades 617 PPE3 Number 6 Fuel Oil 100%

3_fPM_T4_R6 Port Everglades 617 PPE3 Number 6 Fuel Oil 100%

3_fPM_T5_R1 Port Everglades 617 PPE3 Number 6 Fuel Oil 100%

3_fPM_T5_R2 Port Everglades 617 PPE3 Number 6 Fuel Oil 100%

3_fPM_T5_R3 Port Everglades 617 PPE3 Number 6 Fuel Oil 100%

3_fPM_T5_R4 Port Everglades 617 PPE3 Number 6 Fuel Oil 100%

3_fPM_T5_R5 Port Everglades 617 PPE3 Number 6 Fuel Oil 100%

3_fPM_T5_R6 Port Everglades 617 PPE3 Number 6 Fuel Oil 100%

3_fPM_T6_R1 Port Everglades 617 PPE3 Oil, Residual 100%

3_fPM_T6_R2 Port Everglades 617 PPE3 Oil, Residual 100%

3_fPM_T6_R3 Port Everglades 617 PPE3 Oil, Residual 100%

3_fPM_T6_R4 Port Everglades 617 PPE3 Oil, Residual 100%

3_fPM_T6_R5 Port Everglades 617 PPE3 Oil, Residual 100%

3_fPM_T6_R6 Port Everglades 617 PPE3 Oil, Residual 100%
lb/scf

lb/scf

g

g

lb

ft^3

Fc

scf/MMBtu

1970

1800

1910

1420

1840

1850

Column 5 Column 6 Column 7 Column 8 Column 9 Column 10

44 44 44 44 44 44

R3 R4 R5 R6 R7 R8

lb/MW lb/MW lb/MW lb/MW lb/MW lb/MW

4.8E-03

2.9E-02 8.1E-02 8.1E-02 6.1E-02

4.8E-02 2.2E-01 3.1E-01 6.3E-01

6.7E-02 6.4E-01 1.1E+00 6.4E-01

13 13 13 13 13 13

R3 R4 R5 R6 R7 R8

Run lb/MW Run lb/MW Run lb/MW Run lb/MW lb/MW lb/MW

2.0E-02 1.0E-02 2.0E-02 1.0E-02

1.18E-02 3.33E-02 3.78E-02 2.91E-02

7.1E-02 8.1E-02 8.1E-02 6.1E-02

1.2E-01 1.3E-01 1.1E-01 9.1E-02

2.1E-01 2.2E-01 3.1E-01 6.3E-01

2.3E-01 6.4E-01 1.1E+00 6.4E-01

<>"",ROUND((BM11-BL11)*24,0),1) x 2.20462E-06*0.028317 x

constant constant

his QA Calc to determine the MDL for a 1 mg catch weight.

mg fPM 2.20E-06 lb fPM 0.028317 dscm flue gas 9190

dscm flue gas mg dscf flue gas

tion determines the duration of the run. If the 

e was not provided, the function returns a 

of 1 hour. For a 1 hour run the assumed 

olume is 1 dscm. The units of measure of this 

therefore dscm.
Anthracite fPM 30B μg/dscm No

Bituminous Se M5 lb/dscf Yes

Lignite Pb M5B ppm

Oil Hg M29 ppm @ 3% O2

Pet Coke HCl OTM27 ppm @ 7% O2

Sub Bituminous SO2 26A

Gas M6C

RTI QA

Fuel2 Used

Fuel2 

Fraction

"Fuel 

Used/Fraction" 

Data Source Pollutant

Reference 

Method

Concentrati

on

Concentr

ation 

UOM

NonDetect?

Part II fPM No

Part II fPM No

Part II fPM No

Part II fPM No

Part II fPM No

Part II fPM No

Gas Part II fPM

Gas Part II fPM

Gas Part II fPM

Part II fPM

Part II fPM

Part II fPM

Part II fPM Method 17

Part II fPM Method 17

Part II fPM Method 17

Part II fPM Method 17

Part II fPM Method 17

Part II fPM Method 17

Part II fPM Method 17

Part II fPM Method 17

Part II fPM Method 17

Part II fPM Method 17

Part II fPM Method 17

Part II fPM Method 17

Part II fPM Method 17

Part II fPM Method 17

Part II fPM Method 17

Part II fPM Method 17

Part II fPM Method 17

Part II fPM Method 17

As Submitted
Part II fPM Method 17

Part II fPM Method 17

Part II fPM Method 17

Part II fPM Method 17

Part II fPM Method 17

Part II fPM Method 17

Part II fPM Method 17

Part II fPM Method 17

Part II fPM Method 17

Part II fPM Method 17

Part II fPM Method 17

Part II fPM Method 17

ERT fPM Method 29 1.31E-07 lb/dscf All catches > 1 mg

ERT fPM Method 29 8.74E-08 lb/dscf All catches > 1 mg

ERT fPM Method 29 1.01E-07 lb/dscf All catches > 1 mg

ERT fPM OTM - 27/28 2.88E-07 lb/dscf All catches > 1 mg

ERT fPM OTM - 27/28 3.25E-07 lb/dscf All catches > 1 mg

ERT fPM OTM - 27/28 2.50E-07 lb/dscf All catches > 1 mg


Column 11 Column 12 Column 13 Column 14 Column 15 Column 16 ####### ########

44 44

R9 R10

lb/MW lb/MW Test_IDs

3_fPM_T4 25% Load

3_fPM_T3 65% Natural Gas

3_fPM_T1

3_fPM_T2

13 13

R9 R10

lb/MW lb/MW Test_IDs

3_fPM_T5

3_fPM_T6

3_fPM_T3

3_fPM_T4

3_fPM_T1 ESP installed after these tests were conducted.

3_fPM_T2 ESP installed after these tests were conducted.

IF(AA11<>"",AA11,AK11) *20.9/IF(AC11<>"",(20.9-AC11),(20.9-6))

=ROUND((BM11-BL11)*24,0)*0.00000220462*0.028317*IF(AA

8.02E-04 This is the line that shows implementation of the 

dscf flue gas 20.9 %O2 = 8.02E-04 lb fPM

MMBtu 14.96 %O2 = MMBtu

6.0 %O2, default

If the submittal specified an 

F factor the submitted value 

is used.

If the submittal specified a %O2 

the submitted value is used.

Otherwise, the default F 

factor for the submitted fuel 

type is used.

Otherwise, the following 

default %O2 was used==> 
See Row 300 μg/dscm 2.20462E-09 lbs/μg 0.0283

for Explanation ppm 2.20462E-06 lb/mg

of Terms in lb fPM/MMBtu lb/scf

Rows 11 to 22

1 x MDL 1 x MDL UOM

HAP 

Conversion 

Value to lbs

HAP 

Conversion 

UOM

Volume 

Conversion 

Value to 

cubic feet Reserve Reserve

8.02E-04 lb fPM/MMBtu

8.04E-04 lb fPM/MMBtu

8.11E-04 lb fPM/MMBtu

7.85E-04 lb fPM/MMBtu

7.84E-04 lb fPM/MMBtu

7.80E-04 lb fPM/MMBtu

7.36E-04 0

7.45E-04 0

7.45E-04 0

7.45E-04 0

7.36E-04 0

7.40E-04 0

7.01E-04 0

7.01E-04 0

6.97E-04 0

6.97E-04 0

6.97E-04 0

6.93E-04 0

6.93E-04 0

6.93E-04 0

6.93E-04 0

6.93E-04 0

6.97E-04 0

7.01E-04 0

1 mg fPM basis per EPA RTI-QA
7.40E-04 0

7.36E-04 0

7.31E-04 0

7.27E-04 0

7.27E-04 0

7.36E-04 0

7.22E-04 0

7.18E-04 0

7.18E-04 0

7.14E-04 0

7.14E-04 0

7.14E-04 0

All catches > 1 mg

All catches > 1 mg

All catches > 1 mg

All catches > 1 mg

All catches > 1 mg

All catches > 1 mg


Column 19 Column 20 Column 21 Column 22 Column 23 Column 24 Column 25

00220462*0.028317*IF(AA11<>"",AA11,AK11)*20.9/IF(AC11<>"",(20.9-AC11),(20.9-$N$302))

ws implementation of the formula used in cells AA11. Select in the formula bar beside the "fx" symbol at the top of the Excel screen; the
cm/cf lb/hr

Reserve

Volume 

Conversion 

UOM

Submitted F 

Factor

Bws 

(percent) %O2d %CO2d

Emissio

n Rate 

Value

Emission 

Rate UOM

Emission 

Rate MDL

5.94

5.98

6.11

5.62

5.6

5.52

6.46

6.18

9.13

8.4 8.6

9 7.9

9 7.9

4.6 13.1

4.8 12.9

4.8 13

4.8 13

4.6 13

4.7 13

3.8 13.6

3.8 13.7

3.7 13.6

3.7 13.6

3.7 13.6

3.6 13.7

3.6 13.6

3.6 13.6

3.6 13.6

3.6 13.5

3.7 13.5

3.8 13.4

As Submitted
4.7 13

4.6 13.1

4.5 13.1

4.4 13.2

4.4 13.2

4.6 13.2

4.3 13.2

4.2 13.4

4.2 13.3

4.1 13.3

4.1 13.3

4.1 13.3
Using Available Representative Diluent Per Comment

Column 26 Column 27 Column 28 Column 29 ###### ###### ###### ######## ########

of the Excel screen; then select the length of the formula in the formula bar. Then paste this formula into Cell A11.
lb/MMBtu Round to

Same 

Sig Figs 

as Submitted

prior to 

Calc % Diff.

Emission 

Factor Value

Emission 

Factor UOM

Emission 

Factor MDL Fd Fw Fc

Calculated 

conc 

lb/dscf

19-1

lb/MMBtu

%diff

19-1

4.00E-03 lb/MMBtu 9190 10320 1420 4.00E-03

4.00E-03 lb/MMBtu 9190 10320 1420 4.00E-03

5.00E-03 lb/MMBtu 9190 10320 1420 5.00E-03

1.00E-02 lb/MMBtu 9190 10320 1420 1.00E-02

8.00E-03 lb/MMBtu 9190 10320 1420 8.00E-03

7.00E-03 lb/MMBtu 9190 10320 1420 7.00E-03

4.00E-03 lb/MMBtu 9190 10320 1420 4.00E-03

4.00E-03 lb/MMBtu 9190 10320 1420 4.00E-03

3.00E-03 lb/MMBtu 9190 10320 1420 3.00E-03

2.20E-03 lb/MMBtu 9190 10320 1420 1.43E-07 2.20E-03

4.00E-04 lb/MMBtu 9190 10320 1420 2.48E-08 4.00E-04

5.00E-04 lb/MMBtu 9190 10320 1420 3.1E-08 5.00E-04

0.049 lb/MMBtu 9190 10320 1420 4.90E-02

0.025 lb/MMBtu 9190 10320 1420 2.50E-02

0.021 lb/MMBtu 9190 10320 1420 2.10E-02

0.022 lb/MMBtu 9190 10320 1420 2.20E-02

0.031 lb/MMBtu 9190 10320 1420 3.10E-02

0.062 lb/MMBtu 9190 10320 1420 6.20E-02

0.093 lb/MMBtu 9190 10320 1420 9.30E-02

0.109 lb/MMBtu 9190 10320 1420 1.09E-01

0.023 lb/MMBtu 9190 10320 1420 2.30E-02

0.063 lb/MMBtu 9190 10320 1420 6.30E-02

0.11 lb/MMBtu 9190 10320 1420 1.10E-01

0.063 lb/MMBtu 9190 10320 1420 6.30E-02

0.008 lb/MMBtu 9190 10320 1420 8.00E-03

0.008 lb/MMBtu 9190 10320 1420 8.00E-03

0.007 lb/MMBtu 9190 10320 1420 7.00E-03

0.008 lb/MMBtu 9190 10320 1420 8.00E-03

0.008 lb/MMBtu 9190 10320 1420 8.00E-03

0.006 lb/MMBtu 9190 10320 1420 6.00E-03

RTI-QA
0.008 lb/MMBtu 9190 10320 1420 8.00E-03

0.011 lb/MMBtu 9190 10320 1420 1.10E-02

0.012 lb/MMBtu 9190 10320 1420 1.20E-02

0.013 lb/MMBtu 9190 10320 1420 1.30E-02

0.011 lb/MMBtu 9190 10320 1420 1.10E-02

0.009 lb/MMBtu 9190 10320 1420 9.00E-03

0.001 lb/MMBtu 9190 10320 1420 1.00E-03

0.001 lb/MMBtu 9190 10320 1420 1.00E-03

0.002 lb/MMBtu 9190 10320 1420 2.00E-03

0.001 lb/MMBtu 9190 10320 1420 1.00E-03

0.002 lb/MMBtu 9190 10320 1420 2.00E-03

0.001 lb/MMBtu 9190 10320 1420 1.00E-03

1.50E-03 9190 10320 1420 1.50E-03

1.00E-03 9190 10320 1420 1.00E-03

1.16E-03 9190 10320 1420 1.16E-03

3.29E-03 9190 10320 1420 3.29E-03

3.73E-03 9190 10320 1420 3.73E-03

2.88E-03 9190 10320 1420 2.88E-03
t Per Comment RTI-QA

Column 35 Column 36 Column 37 ######## ####### ##### ######## Column 42 Column 43


From original database export===>

Min original database export===>

Test original database export===>

Sheet original database export===>

original database export===>

original database export===>

original database export===>

original database export===>

Final for UPL Final for UPL original database export===>

19-6

lb/MMBtu

%diff

19-6

lb/MMBtu 

Value Used for 

UPL Calcs

Unit Heat 

Rate 

(MMBtu/MW

h)

lb/MWh Value 

Used in UPL 

Calcs

original database export===>

Key

4.00E-03 9.63 3.9E-02 original database export===> 3_fPM_T1_R1

4.00E-03 9.63 3.9E-02 original database export===> 3_fPM_T1_R2

5.00E-03 9.63 4.8E-02 original database export===> 3_fPM_T1_R3

1.00E-02 9.63 9.6E-02 original database export===> 3_fPM_T2_R1

8.00E-03 9.63 7.7E-02 original database export===> 3_fPM_T2_R2

7.00E-03 9.63 6.7E-02 original database export===> 3_fPM_T2_R3

4.00E-03 9.63 3.9E-02 original database export===> 3_fPM_T3_R1

4.00E-03 9.63 3.9E-02 original database export===> 3_fPM_T3_R2

3.00E-03 9.63 2.9E-02 original database export===> 3_fPM_T3_R3

2.37E-03 2.20E-03 9.63 2.120E-02 original database export===> 3_fPM_T4_R1

4.45E-04 4.00E-04 9.63 3.854E-03 original database export===> 3_fPM_T4_R2

5.54E-04 5.00E-04 9.63 4.817E-03 original database export===> 3_fPM_T4_R3

original database export===> 1

original database export===>

original database export===>

4.90E-02 10.13 5.0E-01 original database export===> 3_fPM_T1_R1

2.50E-02 10.13 2.5E-01 original database export===> 3_fPM_T1_R2

2.10E-02 10.13 2.1E-01 original database export===> 3_fPM_T1_R3

2.20E-02 10.13 2.2E-01 original database export===> 3_fPM_T1_R4

3.10E-02 10.13 3.1E-01 original database export===> 3_fPM_T1_R5

6.20E-02 10.13 6.3E-01 original database export===> 3_fPM_T1_R6

9.30E-02 10.13 9.4E-01 original database export===> 3_fPM_T2_R1

1.09E-01 10.13 1.1E+00 original database export===> 3_fPM_T2_R2

2.30E-02 10.13 2.3E-01 original database export===> 3_fPM_T2_R3

6.30E-02 10.13 6.4E-01 original database export===> 3_fPM_T2_R4

1.10E-01 10.13 1.1E+00 original database export===> 3_fPM_T2_R5

6.30E-02 10.13 6.4E-01 original database export===> 3_fPM_T2_R6

8.00E-03 10.13 8.1E-02 original database export===> 3_fPM_T3_R1

8.00E-03 10.13 8.1E-02 original database export===> 3_fPM_T3_R2

7.00E-03 10.13 7.1E-02 original database export===> 3_fPM_T3_R3

8.00E-03 10.13 8.1E-02 original database export===> 3_fPM_T3_R4

8.00E-03 10.13 8.1E-02 original database export===> 3_fPM_T3_R5

6.00E-03 10.13 6.1E-02 original database export===> 3_fPM_T3_R6
8.00E-03 10.13 8.1E-02 original database export===> 3_fPM_T4_R1

1.10E-02 10.13 1.1E-01 original database export===> 3_fPM_T4_R2

1.20E-02 10.13 1.2E-01 original database export===> 3_fPM_T4_R3

1.30E-02 10.13 1.3E-01 original database export===> 3_fPM_T4_R4

1.10E-02 10.13 1.1E-01 original database export===> 3_fPM_T4_R5

9.00E-03 10.13 9.1E-02 original database export===> 3_fPM_T4_R6

1.00E-03 10.13 1.0E-02 original database export===> 3_fPM_T5_R1

1.00E-03 10.13 1.0E-02 original database export===> 3_fPM_T5_R2

2.00E-03 10.13 2.0E-02 original database export===> 3_fPM_T5_R3

1.00E-03 10.13 1.0E-02 original database export===> 3_fPM_T5_R4

2.00E-03 10.13 2.0E-02 original database export===> 3_fPM_T5_R5

1.00E-03 10.13 1.0E-02 original database export===> 3_fPM_T5_R6

1.50E-03 10.13 1.5E-02 3_fPM_T6_R1

1.00E-03 10.13 1.0E-02 3_fPM_T6_R2

1.16E-03 10.13 1.2E-02 3_fPM_T6_R3

3.29E-03 10.13 3.3E-02 3_fPM_T6_R4

3.73E-03 10.13 3.8E-02 3_fPM_T6_R5

2.88E-03 10.13 2.9E-02 3_fPM_T6_R6
Final for UPL Final for UPL

Column 44 Column 45 Column 46 Column 47


RTI 

Calculated 

QA

lb/MMBtu Run Grade

Submitted 

Value

Submitted 

Value UOM Use ? Comment facility_id

n/a D 0.004 pound per million British Thermal Unit (lb/MMBtu) Yes 1588

n/a D 0.004 pound per million British Thermal Unit (lb/MMBtu) Yes 1588

n/a D 0.005 pound per million British Thermal Unit (lb/MMBtu) Yes 1588

n/a D 0.01 pound per million British Thermal Unit (lb/MMBtu) Yes 1588

n/a D 0.008 pound per million British Thermal Unit (lb/MMBtu) Yes 1588

n/a D 0.007 pound per million British Thermal Unit (lb/MMBtu) Yes 1588

n/a D 0.004 pound per million British Thermal Unit (lb/MMBtu) Yes Burning oil and gas 1588

n/a D 0.004 pound per million British Thermal Unit (lb/MMBtu) Yes Burning oil and gas 1588

n/a D 0.003 pound per million British Thermal Unit (lb/MMBtu) Yes Burning oil and gas 1588

n/a D 0.0022 pound per million British Thermal Unit (lb/MMBtu) Yes 1588

n/a D 0.0004 pound per million British Thermal Unit (lb/MMBtu) Yes 1588

n/a D 0.0005 pound per million British Thermal Unit (lb/MMBtu) Yes 1588

2 3 4 5 6 7 8

facility_id report_id sampling_port_id run_id start_datetime

617 PPE03 2005 PPE STK03 1 3/22/05 8:34

617 PPE03 2005 PPE STK03 2 3/22/05 9:50

617 PPE03 2005 PPE STK03 3 3/22/05 11:00

617 PPE03 2005 PPE STK03 4 3/22/05 12:06

617 PPE03 2005 PPE STK03 5 3/22/05 13:24

617 PPE03 2005 PPE STK03 6 3/22/05 14:31

617 PPE03 2006 PPE STK03 1 3/7/06 9:05

617 PPE03 2006 PPE STK03 2 3/7/06 10:24

617 PPE03 2006 PPE STK03 3 3/7/06 11:30

617 PPE03 2006 PPE STK03 4 3/7/06 12:42

617 PPE03 2006 PPE STK03 5 3/7/06 13:51

617 PPE03 2006 PPE STK03 6 3/7/06 15:02

617 PPE03 2007 PPE STK03 1 9/11/07 10:25

617 PPE03 2007 PPE STK03 2 9/11/07 11:37

617 PPE03 2007 PPE STK03 3 9/11/07 12:46

617 PPE03 2007 PPE STK03 4 9/11/07 13:57

617 PPE03 2007 PPE STK03 5 9/11/07 15:05

617 PPE03 2007 PPE STK03 6 9/11/07 16:15
617 PPE03 2008 PPE STK03 1 2/19/08 10:28

617 PPE03 2008 PPE STK03 2 2/19/08 11:43

617 PPE03 2008 PPE STK03 3 2/19/08 12:52

617 PPE03 2008 PPE STK03 4 2/19/08 14:00

617 PPE03 2008 PPE STK03 5 2/19/08 15:14

617 PPE03 2008 PPE STK03 6 2/19/08 16:29

617 PPE03 2009 PPE STK03 1 3/17/09 9:08

617 PPE03 2009 PPE STK03 2 3/17/09 10:29

617 PPE03 2009 PPE STK03 3 3/17/09 11:45

617 PPE03 2009 PPE STK03 4 3/17/09 13:00

617 PPE03 2009 PPE STK03 5 3/17/09 14:16

617 PPE03 2009 PPE STK03 6 3/17/09 15:44

submittal_id Location Method Run RunDate

2285 PPE3 - Metals Method 29 PPE3-29-1 3/9/2010

2285 PPE3 - Metals Method 29 PPE3-29-2 3/10/2010

2285 PPE3 - Metals Method 29 PPE3-29-3 3/11/2010

2285 PPE3 - PM OTM - 27/28 PPE3-27/28-1 3/9/2010

2285 PPE3 - PM OTM - 27/28 PPE3-27/28-2 3/10/2010

2285 PPE3 - PM OTM - 27/28 PPE3-27/28-3 3/11/2010





configuration_i

d report_id

sampling_

port_id order

pollutant_

id

pollutant_nam

e run_id start_datetime

7 PM-1 Stack 1 3 1 PM (Filterable) 1 12/20/05 9:00 AM

7 PM-1 Stack 1 3 1 PM (Filterable) 2 12/20/05 10:55 AM

7 PM-1 Stack 1 3 1 PM (Filterable) 3 12/20/05 12:30 PM

7 PM-2 Stack 1 3 1 PM (Filterable) 1 7/18/06 9:00 AM

7 PM-2 Stack 1 3 1 PM (Filterable) 2 7/18/06 10:20 AM

7 PM-2 Stack 1 3 1 PM (Filterable) 3 7/18/06 11:42 AM

7 PM-3 Stack 1 3 1 PM (Filterable) 1 7/22/08 1:00 PM

7 PM-3 Stack 1 3 1 PM (Filterable) 2 7/22/08 2:25 PM

7 PM-3 Stack 1 3 1 PM (Filterable) 3 7/22/08 4:45 PM

7 PM-4 Stack 1 3 1 PM (Filterable) 1 11/21/08 10:40 AM

7 PM-4 Stack 1 3 1 PM (Filterable) 2 11/21/08 12:25 PM

7 PM-4 Stack 1 3 1 PM (Filterable) 3 11/21/08 1:55 PM

9 10 11 12 13 14 15 16

Reported 1 mg 1 x RDLFor UPL For UPL

end_datetime lb fPM/MMBtu lb fPM/MMBtu lb fPM/MMBtu lb fPM/MWhunit_load net_generation fg_moisture_content

3/22/05 9:39 0.049 0.000736 0.049 0.50 404 383 10.37

3/22/05 10:55 0.025 0.000745 0.025 0.25 403 383 9.62

3/22/05 12:03 0.021 0.000745 0.021 0.21 403 383 11.72

3/22/05 13:12 0.022 0.000745 0.022 0.22 403 383 10.86

3/22/05 14:27 0.031 0.000736 0.031 0.31 402 383 10.75

3/22/05 15:35 0.062 0.00074 0.062 0.63 403 383 11.48

3/7/06 10:10 0.093 0.000701 0.093 0.94 370 361 11.6

3/7/06 11:27 0.109 0.000701 0.109 1.10 370 362 9.14

3/7/06 12:36 0.023 0.000697 0.023 0.23 370 361 10.28

3/7/06 13:46 0.063 0.000697 0.063 0.64 370 361 9.47

3/7/06 14:56 0.11 0.000697 0.11 1.11 370 362 9.85

3/7/06 16:06 0.063 0.000693 0.063 0.64 370 361 13.06

9/11/07 11:28 0.008 0.000693 0.008 0.08 385 374 11.87

9/11/07 12:41 0.008 0.000693 0.008 0.08 384 374 11.47

9/11/07 13:50 0.007 0.000693 0.007 0.07 382 374 12.68

9/11/07 15:01 0.008 0.000693 0.008 0.08 382 374 10.58

9/11/07 16:09 0.008 0.000697 0.008 0.08 383 374 11.14

9/11/07 17:19 0.006 0.000701 0.006 0.06 384 374 11.82
2/19/08 11:34 0.008 0.00074 0.008 0.08 397 384 7.81

2/19/08 12:49 0.011 0.000736 0.011 0.11 394 381 8.96

2/19/08 13:57 0.012 0.000731 0.012 0.12 395 383 8.27

2/19/08 15:04 0.013 0.000727 0.013 0.13 395 383 8.38

2/19/08 16:19 0.011 0.000727 0.011 0.11 396 384 10.88

2/19/08 17:34 0.009 0.000736 0.009 0.09 396 383 9.83

3/17/09 10:19 0.001 0.000722 0.001 0.01 385 374 11.29

3/17/09 11:36 0.001 0.000718 0.001 0.01 384 374 11.73

3/17/09 12:51 0.002 0.000718 0.002 0.02 384 374 10.7

3/17/09 14:06 0.001 0.000714 0.001 0.01 384 374 11.03

3/17/09 15:23 0.002 0.000714 0.002 0.02 384 374 10.82

3/17/09 16:50 0.001 0.000714 0.001 0.01 384 374 9.23

Compound Fwt Mass lb/dscf ppm ppm@7%O2 ng/dscm ng/dscm@7%O2

Filterable 

Particulate 0 10.6 1.31E-07 2.10E+06 1.74E+06

Filterable 

Particulate 0 7.1 8.74E-08 1.40E+06 1.16E+06

Filterable 

Particulate 0 8.1 1.01E-07 1.61E+06 1.34E+06

Filterable 

Particulate 0 17.55 2.88E-07 4.61E+06 3.82E+06

Filterable 

Particulate 0 15.925 3.25E-07 5.20E+06 4.33E+06

Filterable 

Particulate 0 14.375 2.50E-07 4.00E+06 3.33E+06





end_datetime unit_load

fuel_flow_

rate

fuel_heati

ng_value fg_moisture_content

fg_oxygen

_content

fg_CO2_c

ontent

12/20/05 10:10 AM 585 609 5.94

12/20/05 12:05 PM 584.5 606.5 5.98

12/20/05 1:40 PM 585.5 606.5 6.11

7/18/06 10:10 AM 592 585 5.62

7/18/06 11:26 AM 594 592 5.6

7/18/06 12:47 PM 593.5 590.5 5.52

7/22/08 2:12 PM 573 240.5 6.46

7/22/08 3:35 PM 576 252.5 6.18

7/22/08 5:53 PM 247 0 9.13

11/21/08 11:50 AM 183.5 8.4

11/21/08 1:35 PM 142.5 9

11/21/08 3:05 PM 141.5 9

17 18 19 20 21 22 23

fg_flow_rate fg_flow_rate_units standard_temperature standard_pressure normal_temperature normal_pressure fg_oxygen_content

12:00:00 AM dscfm 68 29.92 4.6

12:00:00 AM dscfm 68 29.92 4.8

12:00:00 AM dscfm 68 29.92 4.8

12:00:00 AM dscfm 68 29.92 4.8

12:00:00 AM dscfm 68 29.92 4.6

12:00:00 AM dscfm 68 29.92 4.7

12:00:00 AM dscfm 68 29.92 3.8

12:00:00 AM dscfm 68 29.92 3.8

12:00:00 AM dscfm 68 29.92 3.7

12:00:00 AM dscfm 68 29.92 3.7

12:00:00 AM dscfm 68 29.92 3.7

12:00:00 AM dscfm 68 29.92 3.6

12:00:00 AM dscfm 68 29.92 3.6

12:00:00 AM dscfm 68 29.92 3.6

12:00:00 AM dscfm 68 29.92 3.6

12:00:00 AM dscfm 68 29.92 3.6

12:00:00 AM dscfm 68 29.92 3.7

12:00:00 AM dscfm 68 29.92 3.8
12:00:00 AM dscfm 68 29.92 4.7

12:00:00 AM dscfm 68 29.92 4.6

12:00:00 AM dscfm 68 29.92 4.5

12:00:00 AM dscfm 68 29.92 4.4

12:00:00 AM dscfm 68 29.92 4.4

12:00:00 AM dscfm 68 29.92 4.6

12:00:00 AM dscfm 68 29.92 4.3

12:00:00 AM dscfm 68 29.92 4.2

12:00:00 AM dscfm 68 29.92 4.2

12:00:00 AM dscfm 68 29.92 4.1

12:00:00 AM dscfm 68 29.92 4.1

12:00:00 AM dscfm 68 29.92 4.1

lb/mmBtuO2

submittal_

id Location RunDate Method

RunNumb

er

1.50E-03 2285

PPE3 - 

Metals 09-Mar-10

Method 

29 PPE3-29-1

1.00E-03 2285

PPE3 - 

Metals 10-Mar-10

Method 

29 PPE3-29-2

1.16E-03 2285

PPE3 - 

Metals 11-Mar-10

Method 

29 PPE3-29-3

3.29E-03

3.73E-03

2.88E-03





fg_temper

ature

test_meth

od conc

conc_unit

s conc_ND conc_MDL conc2

conc2_uni

ts

emission_

rate

FALSE

FALSE

FALSE

FALSE

FALSE

FALSE

FALSE

FALSE

FALSE

FALSE

FALSE

FALSE

24 25 26 27 28 29 30 31 32

fg_CO2_content fg_temperature fg_pressureHg_loi test_methodrun_comments fuel_id fuel_unit_load fuel_flow_rate

13.1 300 29.9 Method 17 Soot BlowingNumber 6 Fuel Oil404 191500

12.9 300 29.9 Method 17 Steady StateNumber 6 Fuel Oil403 191500

13 300 29.9 Method 17 Steady StateNumber 6 Fuel Oil403 191500

13 300 29.9 Method 17 Steady StateNumber 6 Fuel Oil403 191500

13 300 29.9 Method 17 Soot BlowingNumber 6 Fuel Oil402 191500

13 300 29.9 Method 17 Soot BlowingNumber 6 Fuel Oil403 191500

13.6 282 29.95 Method 17 Soot BlowingNumber 6 Fuel Oil370 180800

13.7 282 29.95 Method 17 Steady StateNumber 6 Fuel Oil370 180800

13.6 284 29.95 Method 17 Steady StateNumber 6 Fuel Oil370 180800

13.6 291 29.95 Method 17 Steady StateNumber 6 Fuel Oil370 180800

13.6 289 29.95 Method 17 Soot BlowingNumber 6 Fuel Oil370 180800

13.7 288 29.95 Method 17 Soot BlowingNumber 6 Fuel Oil370 180800

13.6 300 29.97 Method 17 Soot BlowingNumber 6 Fuel Oil385 191800

13.6 300 29.97 Method 17 Steady StateNumber 6 Fuel Oil384 191800

13.6 300 29.97 Method 17 Steady StateNumber 6 Fuel Oil382 191800

13.5 300 29.97 Method 17 Steady StateNumber 6 Fuel Oil382 191800

13.5 300 29.97 Method 17 Soot BlowingNumber 6 Fuel Oil383 191800

13.4 300 29.97 Method 17 Soot BlowingNumber 6 Fuel Oil384 191800
13 300 30.14 Method 17 Soot BlowingNumber 6 Fuel Oil397 195400

13.1 300 30.14 Method 17 Steady StateNumber 6 Fuel Oil394 195400

13.1 300 30.14 Method 17 Steady StateNumber 6 Fuel Oil395 195400

13.2 300 30.14 Method 17 Steady StateNumber 6 Fuel Oil395 195400

13.2 300 30.14 Method 17 Soot BlowingNumber 6 Fuel Oil396 195400

13.2 300 30.14 Method 17 Soot BlowingNumber 6 Fuel Oil396 195400

13.2 300 29.97 Method 17 Steady StateNumber 6 Fuel Oil385 188100

13.4 300 29.97 Method 17 Soot BlowingNumber 6 Fuel Oil384 188100

13.3 300 29.97 Method 17 Steady StateNumber 6 Fuel Oil384 188100

13.3 300 29.97 Method 17 Steady StateNumber 6 Fuel Oil384 188100

13.3 300 29.97 Method 17 Soot BlowingNumber 6 Fuel Oil384 188100

13.3 300 29.97 Method 17 Soot BlowingNumber 6 Fuel Oil384 188100

RunStartTi

me

RunEndTi

me

NetTravPt

s

NetRunTi

me Dn Cp Y Pb DeltaH

16:44 20:54 24 240 0.25 0.84 1.002 29.71 1.96

17:29 21:39 24 240 0.25 0.84 1.002 29.56 1.94

15:37 19:47 24 240 0.25 0.84 1.002 29.41 1.95





emission_

rate_units

emission_

rate_ND

emission_

rate_MDL

emission_

factor

emission_

factor_uni

ts

emission_

factor_ND

emission_

factor_M

DL

run_pollut

ant_com

ment Fuel1

FALSE 0.004 pound per million British Thermal Unit (lb/MMBtu) FALSE No. 6 Oil

FALSE 0.004 pound per million British Thermal Unit (lb/MMBtu) FALSE soot blow runNo. 6 Oil

FALSE 0.005 pound per million British Thermal Unit (lb/MMBtu) FALSE No. 6 Oil

FALSE 0.01 pound per million British Thermal Unit (lb/MMBtu) FALSE No. 6 Oil

FALSE 0.008 pound per million British Thermal Unit (lb/MMBtu) FALSE No. 6 Oil

FALSE 0.007 pound per million British Thermal Unit (lb/MMBtu) FALSE No. 6 Oil

FALSE 0.004 pound per million British Thermal Unit (lb/MMBtu) FALSE No. 6 Oil

FALSE 0.004 pound per million British Thermal Unit (lb/MMBtu) FALSE No. 6 Oil

FALSE 0.003 pound per million British Thermal Unit (lb/MMBtu) FALSE No. 6 Oil

FALSE 0.0022 pound per million British Thermal Unit (lb/MMBtu) FALSE No. 6 Oil

FALSE 0.0004 pound per million British Thermal Unit (lb/MMBtu) FALSE No. 6 Oil

FALSE 0.0005 pound per million British Thermal Unit (lb/MMBtu) FALSE No. 6 Oil

33 34 35

fuel_ash fuel_heating_value fuel_sulfur

0.05 18330 1

0.05 18330 1

0.05 18330 1

0.05 18330 1

0.05 18330 1

0.05 18330 1

0.1 18410 0.98

0.1 18410 0.98

0.1 18410 0.98

0.1 18410 0.98

0.1 18410 0.98

0.1 18410 0.98

0.15 18337 0.97

0.15 18337 0.97

0.15 18337 0.97

0.15 18337 0.97

0.15 18337 0.97

0.15 18337 0.97
0.08 18238 1

0.08 18238 1

0.08 18238 1

0.08 18238 1

0.08 18238 1

0.08 18238 1

0.08 18408 0.96

0.08 18408 0.96

0.08 18408 0.96

0.08 18408 0.96

0.08 18408 0.96

0.08 18408 0.96

Vm tm Vmstd Vlc Vwstd PercH20

PercH20sa

t Mfd PercCO2

182.940 82.10 178.145 390.7 18.39 9.36 100.00 0.9064 13.96

184.660 81.69 179.043 421.1 19.82 9.97 100.00 0.9003 13.95

184.110 83.06 177.165 451.8 21.27 10.72 100.00 0.8928 13.88





Fuel1%Btu Fuel2 Fuel2%Btu

QA 

Comment Heat Rate

Fuel 1 

MMBtu/hr 

via HR

Fuel 1 

MMBtu/hr via 

Fuel Flow

Fuel 2 Flow 

Rate

0% 5115.6

0% 5094.6

0% 5094.6

0% 4914

0% 4972.8

0% 4960.2

63% 2020.2 3.295

62% 2121 3.295

0 N.G. 100% 11052 0 2.535
PercO2

PercCOplu

sN2 Fo Md Ms Pg Ps ts

4.1 81.94 1.20 30.40 29.24 1 29.78 324.04

4.18 81.87 1.20 30.40 29.16 1 29.63 322.96

4.21 81.91 1.20 30.39 29.06 1 29.48 324.63





Fuel 2 

MMBtu/hr 

via HR

Fuel 2 

MMBtu/hr 

via Fuel Flow

Total HTIP Both 

Fuels 

(MMBtu/hr)

average of 

runs

5115.6 4.18E-02

5094.6

5094.6

4914 8.03E-02

4972.8

4960.2

3426.8 5447 3.53E-02

3426.8 5547.8

 2,629 2636.4 2636.4

9.96E-03

3.55E-01

7.78E-01

7.60E-02
1.08E-01

1.35E-02

DeltaPavg Vs Dstk Dwdth Dlngth As Qsd Qaw PercI

0.764 59.56 251 0 0 343.617 746,035.1

1,227,949.

7 100.3

0.769 59.95 251 0 0 343.617 743,133.3

1,235,990.

3 101.2

0.773 60.42 251 0 0 343.617 737,387.4

1,245,680.

3 100.9






PercEA Fd Fc Fw MMBtuHr FuelType average of runs

23.4 9190 1420 10320

3915.2364

5318658

Oil, 

Residual 2.29E-02

24.0 9190 1420 10320

3881.4361

6974973

Oil, 

Residual

24.2 9190 1420 10320

3844.5144

8870469

Oil, 

Residual






average of runs
Step 1. Identify size of sample set.

Large: When N (total number of sources) ≥ 20. For a large sample set can assume normal distribution based on 

the Central Limit Theorem; use the "UPL Pooled Template " .

Small: When N (total number of sources) < 20. For a small sample set the Central Limit Theorem cannot be used 

to support the normality assumption; move on to Step 2.

Step 2. Identify Normality of sample set.

Statistical tests of the kurtosis and skewness are used to evaluate the normality assumption.

If you have three or less runs in your entire sample set, skip down to Step 6. 

If you have more than three runs in your entire sample set, start in the "UPL Pooled Template " and test for 

normality in cells B45:B51. If the Kurtosis and Skewness tests show that raw data is Normal, you may continue to 

If the Kurtosis and Skewness tests show that raw data is Not Normal, move on to Step 3.

Step 3. Transform raw data to lognormal data.

In the "Lognormal Template ", take the LN() of the raw data in cells B55:L89 and test the normality again of the LNdata transformed in cells C45:C51.

If Kurtosis and Skewness tests show that the LN-data transformed is Lognormal, continue to use the "Lognormal 

If Kurtosis and Skewness tests show that the LN-data transformed is Not Lognormal, move on to Step 4.

Step 4. Apply Skewness Adjustment.

For data that is Not Normal and Not Lognormal, use the "Skewness Adjustment Template ". This is essentially

the UPL Pooled Template with a Skewness Adjustment. Note: DO NOT not use this template if n<13 (n is number 

For data that is Not Normal and Not Lognormal with n<13, move on to Step 5.

Step 5. 

See "Step 5. Intructions " tab

Step 6. 

See "Step 6. Intructions " tab

Things to keep in mind:

Type of data affects m (number of future runs) that will be used in calculation, for example:

If the average of three test runs is used to determine compliance; m=3 

If 30-day averages are used to determine compliance; m=30 

N = total number of sources

n = number of individual runs

df = degrees of freedom = n - 1

X = mean of data

s

2

 = pooled vaiance of data

m = number of future runs

tdf = t-statistic: t-distribution with df degrees of freedom at .99 confidence level 
Step 5. Instructions

For data sets that are Non Normal & Non Lognormal with n<13

1) Go to the "Template_nonnormal " tab. The adjustment starts in Row 150. Copy the kurtosis value (B41) and 

skewness value (B44) in the "Template_nonnormal " tab into cells H14 and H12 respectively of the "Calculations 

for Template " tab.

2) Cell E114 of the "Template_nonnormal " tab shows the actual confidence level (1 - 'Calculations for 

Template'!J139) after accounting for the skewness and kurtosis. If the confidence level is larger than 99.00% or 

lower than 99.00% then we need to adjust the t-statistic. 

3) Row 115 of the "Template_nonnormal " tab uses the IF function in EXCEL to conclude about the need to 

adjust or not. If you don’t need to adjust (because the difference between the actual level and 99.00% is not that 

large) then you can use the t-statistic in cell H102 of the "Template_nonnormal " tab. If the difference is 

significant, then you need to adjust the t-statistic.

4) The “Calculations_for_Template ” tab has the calculations for the confidence level for the first t-statistic in cell 

H102 from the“Template_nonnormal ” tab. Input values for this tab are obtained from the 

“Template_nonnormal ” tab, so you don’t need to worry about it.

5) To adjust the t-statistic go to the “Recalculate t-stat ” tab. This tab starts with the t-statistic in cell H102 from 

the “Template_nonnormal ” tab. If the confidence level from cell E114 of the "Template_nonnormal " tab was 

larger or lower THAN 99.00% you need to decrease or increase the t-statistic so you get closer to 99.00%. Cell G3 

has the value of the increase also called "interval", the candidate t-values will be calculated as the t-value in cell 

H102 plus multiples of the interval, for example if the t-value is 2, and the interval is 0.3, then the candidate t-values 

are: 2.03, 2.06, 2.09, 3.12, etc. These are calculated automatically for you in row 5 after a value is placed in cell 

G3. The corresponding p-values and confidence levels are also calculated automatically for you. Cell G3, the 

“interval” can be manipulated. For example, start with 0.1 and notice what the values in row 9 are. If they are not 

99.00% keep increaseing or decreasing the value in G3 until one of the values in row 9 is 99.00% and you get a 

"YES" value in row 11 in the same column. You may have to go out to several significant figures.

Calculations are in the tabs: Recalculations1 to Recalculations6. You don’t need to worry about them, they are 

basically duplicates of tab “Calculations_for_Template” and each one use a different value of the candidate tvalues in row 5. 

6) Sometimes the actual significance level in cell E114 of tab “Template_nonnormal ” is larger than 99%, then 

you have to use a negative interval (meaning that your value in cell G3, tab “Recalculate t-stat ” has to be 

negative), for example instead of 0.389, it has to be -0.389 or another negative number.

7) Once you get the adjusted t-value from tab “Recalculate t-stat ”, you copy the t-value and paste special the 

value into cell E119 in tab “Template_nonnormal ”.

8) The template will calculate the UPL for you in cell E122.
Runs

1588

Port Everglades

PPE3

1 1.35E-02

2 2.29E-02

3 7.59E-02

4 1.08E-01

5

6

7

8

9

10

11

12

13

14

15

16

17

18

19

20

21

22

23

24

25

Emissions

26

27

28

29

30

31

32

33

34

35

Testing Normality Raw Data

Sample Size 4.00

Kurtosis -3.42

SE Kurtosis 1.29

Result Kurtosis non normal

Skewness 0.39

SE Skewness 1.01 RESULT

Result Skewness normal non normal

### Make sure that kurtosis and skewness are copied in "Calculations for Template", in cells H14 and H12 respectively
ni = number test runs = 4 0 0 0 0 0 0 0 0 0 0

Total Number of sources = 1

n =Total # test runs = 4

3

This step is for QC only:

means 0.05509 #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0!

0.06

Mean =

 

2

2

1

1

1

n

i

i

s x X

n 

 

 

1 1

1

i N n

ij

i j

X x

n  

 

1 1

n m



2 1 1

s

n m

    

 

1

1

N

i

i

df n



 

      

2 1 1

s

n m

    

 

1

1

ni

i ik

i k

x x

n 

 

1

N

i

i

n





N

Pooled Variance = 0.0020

m= number future runs = 1

Term1 1.2500

Term2 0.0025

Squared root Term2 0.050011833

 

2

2

1

1

1

n

i

i

s x X

n 

 

 

1 1

1

i N n

ij

i j

X x

n  

 

1 1

n m



2 1 1

s

n m

    

 

1

1

N

i

i

df n



 

      

2 1 1

s

n m

    

 

1

1

ni

i ik

i k

x x

n 

 

1

N

i

i

n





N
NOTE: the pvalue for the t-statistic is calculated as: 2*alpha, where 1-alpha is desired confidence, so if 99% confidence is desired then alpha=0.01 and 2*alpha=2*(0.01)

t-statistic = quantile t-distribution with df degrees of freedom at .99 confidence level = 4.540703

4

0.127022

97.84%

Conclusion

interval of differences for t-values used 0.41

6.180702858

Adjusted UPL for skewness and kurtosis for all sample size 3.64E-01

new t-statistic from tab Recalculate t-statistic

Adjustment for non-normality (skewness and kurtosis) for any sample size in particular for small samples 

a) n = number of test-runs =

b) Calculate u0

Current Confidence Level is

Confidence Level is not 99%, Go to recalculate tab to fix the Confidence Level

2

1

0

1

1

u

t

n







df t

2 1 1

s

n m

    

 

2

,

1 1 X tdf p

s

n m

 

     
 H12 respectively
Incomplete Beta Function approximation

where

Inputs skewness= 0.39

x=u0= 0.127021857 kurtosis= -3.42

n= 4

t0=t= 4.540702859

a= 1.5 a=

b= 0.5 b=

w= 0.072752 w=

Calculate the Incomplete Beta Functions needed for adjustment

c.1.) Calculate d.1.) Calculate 

1

x

w b

x

 

     

 ,

 

x

I a b 

0

1 1

,

2 2 u

n

I

  

   

w= 0.072752 w=

c.1.1. 0.014133605 d.1.1. 

c.1.2. 0.886226925 d.1.2. 

c.1.3 0.020588604 d.1.3

c.1.4. 0.427247974 d.1.4.

c.1.5. -0.14583 d.1.5.

c.1.6 0.069721 d.1.6

c.1.7 1.10E-02 d.1.7

Calculations Calculations

( , )

( ) a

( )

w a e w

a





1

2

a w

b

 

3

5 3 2 1

2 3 2 3

a

  a a 

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 

( , )

( )

w a e w

a





1

2

a w

b

 
Result1: 2.05E-02 Result2:

1- Calculate 1.03E-02

2- Calculate

2.1. Calculate 0.033245

2.2. Calculate 11.59497

2.3. Calculate 173.9017

0 0

1 1 1

( ) ,

2 2 2

u

n

P t I

  

    

3

0 0

2 1 1 1 1

( ) ,1 ,1

6 2 2 2 3 2 u u

n n n n P t I I

n n



 

       

         

2

2

0

1

2 2

0

2 1 1

1 1

( )

6 2

1

1

n

n

t

n

P t

n

t

n







  



    



 

  

  

2 1

6 2

n

n



2

0

2 1 1

1

n

t

n







1

2 2

0 1

1

n

t

n



 

     

1

3 2

n

n



2 1

6 2

n

n



     

4 0 0 0

1 1 1 1 1 2 1 3 4 1 1

( ) , , ,

24 2 2 12 2 2 24 2 2 u u u

n n n n n n n n

P t I I I

n n



             

        

     

Result: 0.002217

3-Calculate

3.1. Calculate 0.199471

3.2. Calculate 0.232716

Result 1.04E-02

0 0

1 1 1

( ) ,

2 2 2

u

n

P t I

  

    

3

0 0

2 1 1 1 1

( ) ,1 ,1

6 2 2 2 3 2 u u

n n n n P t I I

n n



 

       

         

2

2

0

1

2 2

0

2 1 1

1 1

( )

6 2

1

1

n

n

t

n

P t

n

t

n







  



    



 

  

  

2 1

6 2

n

n



2

0

2 1 1

1

n

t

n







1

2 2

0 1

1

n

t

n



 

     

1

3 2

n

n



2 1

6 2

n

n



     

4 0 0 0

1 1 1 1 1 2 1 3 4 1 1

( ) , , ,

24 2 2 12 2 2 24 2 2 u u u

n n n n n n n n

P t I I I

n n



             

        

     
4-Calculate

4.1. Calculate 2.57E-03

4.2. Calculate 8.21E-04

4.3. Calculate 5.51E-05

Result: 1.80E-03

5- Calculate

1.11E-02

5.1. Calculate

     

4 0 0 0

1 1 1 1 1 2 1 3 4 1 1

( ) , , ,

24 2 2 12 2 2 24 2 2 u u u

n n n n n n n n

P t I I I

n n



             

        

     

0

1 1 1

,

24 2 2 u

n n I       

  

0

1 2 1 1

,

12 2 2 u

n n n

I

n

    

   

  

0

4 1 3 1

,

24 2 2 u

n n n

I

n

    

   

    

     

2

3/2 0 0

2 2

0 0

1 (2 5) 1 1 1 2 5 8 1 1 ( ) , ,

72 2 2 24 2 2

1 2 5 12 1 3 1 2 5 12 5 1

, ,

24 2 2 72 2 2

u u

u u

n n n n n n n

P t I I

n

n n n n n n n n

I I

n n



          

      

   

                    

 

0

1 (2 5) 1 1

,

72 2 2 u

n n n

I

    

   

  

2

0

1 2 5 8 1 1

,

24 2 2 u

n n n n

I

n

     

   

  

2

0

1 2 5 12 3 1

,

24 2 2 u

n n n n

I

n

     

   

  

2

0

1 2 5 12 5 1

,

72 2 2 u

n n n n

I

n

     

   

3 4 3/2

2

0 3 P t( ) Skewness P t( ) Kurtosis P t( ) P t( )          

5.1. Calculate

4.11E-03

5.2. Calculate

5.3. Calculate 4.41E-04

5.4. Calculate 1.47E-04

Result 7.31E-03

Corrected probability is::

     

4 0 0 0

1 1 1 1 1 2 1 3 4 1 1

( ) , , ,

24 2 2 12 2 2 24 2 2 u u u

n n n n n n n n

P t I I I

n n



             

        

     

0

1 1 1

,

24 2 2 u

n n I       

  

0

1 2 1 1

,

12 2 2 u

n n n

I

n

    

   

  

0

4 1 3 1

,

24 2 2 u

n n n

I

n

    

   

    

     

2

3/2 0 0

2 2

0 0

1 (2 5) 1 1 1 2 5 8 1 1 ( ) , ,

72 2 2 24 2 2

1 2 5 12 1 3 1 2 5 12 5 1

, ,

24 2 2 72 2 2

u u

u u

n n n n n n n

P t I I

n

n n n n n n n n

I I

n n



          

      

   

                    

 

0

1 (2 5) 1 1

,

72 2 2 u

n n n

I

    

   

  

2

0

1 2 5 8 1 1

,

24 2 2 u

n n n n

I

n

     

   

  

2

0

1 2 5 12 3 1

,

24 2 2 u

n n n n

I

n

     

   

  

2

0

1 2 5 12 5 1

,

72 2 2 u

n n n n

I

n

     

   

3 4 3/2

2

0 3 P t( ) Skewness P t( ) Kurtosis P t( ) P t( )          
2.5 a= 3.5

0.5 b= 0.5

0.072752 w= 0.072752

d.1.) Calculate e.1.) Calculate 



 

3

2 2

2

2 3

( , ) 1 1 5 3 1 3 11 1

,

( ) ( ) 2 2 2 3 2 326 3

3 1 1

 

2 6 2

w a a w e w a w a

I a b a a w a a

a a b b

w a w

       

                   

  

     

  

0

1 1

,

2 2 u

n

I

  

   

0.072752 w= 0.072752

0.000407869 e.1.1. 8.4387E-06

1.329340388 e.1.2. 3.32335097

0.000998575 e.1.3 2.90593E-05

1.427247974 e.1.4. 2.427247974

0.8125 e.1.5.

0.372854 e.1.6

1.90E-02 e.1.7

Calculations Calculations

0

1 1

,

2 2 u

n

I

  

   

( , )

( ) a

( )

w a e w

a





1

2

a w

b

 

3

5 3 2 1

2 3 2 3

a

  a a 

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 

( , )

( ) a

( )

w a e w

a





1

2

a w

b

 

3

5 3 2 1

2 3 2 3

a

  a a 

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 
2.19E-03 Result3:

 

0

3 4 1 1

,

24 2 2

u

n 

n

I

n

     

  

 

 

0

3 4 1 1

,

24 2 2

u

n 

n

I

n

     

  

 
 

0

3 4 1 1

,

24 2 2

u

n 

n

I

n

     

  

 

1 1 

,

2 2

5 1

,

2 2

n 



 



 







0.02157

 

0

3 4 1 1

,

24 2 2

u

n 

n

I

n

     

  

 

1 1 

,

2 2

5 1

,

2 2

n 



 



 






a= 3.5

b= 0.5

w= 0.072752

0 f.1.) Calculate 

3 1

,

2 2 u

n

I

  

    0

5 1

,

2 2 u

n

I

  

   

( , )

( ) a

( )

w a e w

a





1

2

a w

b

 

3

5 3 2 1

2 3 2 3

a

  a a 

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 

w= 0.072752

f.1.1. 8.4387E-06

f.1.2. 3.32335097

f.1.3 2.90593E-05

f.1.4. 2.427247974

5.9375 f.1.5. 5.9375

0.894244 f.1.6 0.894244

2.69E-02 f.1.7 2.69E-02

Calculations

0

3 1

,

2 2 u

n

I

  

    0

5 1

,

2 2 u

n

I

  

   

( , )

( ) a

( )

w a e w

a





1

2

a w

b

 

3

5 3 2 1

2 3 2 3

a

  a a 

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 
2.20E-04 Result4: 2.20E-04

a= 1.5 a= 2.5

b= 1 b= 1

w= 0.145504 w= 0.145504

g.1.) Calculate 0 h.1.) Calculate 

1

,1

2

u

n

I

  

   

( , )

( ) a

( )

w a e w

a





1

2

a w

b

 

3

5 3 2 1

2 3 2 3

a

  a a 

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 

( , )

( ) a

( )

w a e w

a





1

2

a w

b

 

3

5 3 2 1

2 3 2 3

a

  a a 

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 

w= 0.145504 w= 0.145504

g.1.1. 0.038289 h.1.1. 

g.1.2. 0.886227 h.1.2. 

g.1.3 0.054147 h.1.3

g.1.4. 0.177248 h.1.4.

g.1.5. -0.14583 h.1.5.

g.1.6 0.139441 h.1.6

g.1.7 4.41E-02 h.1.7

Calculations Calculations

0

1

,1

2

u

n

I

  

   

( , )

( ) a

( )

w a e w

a





1

2

a w

b

 

3

5 3 2 1

2 3 2 3

a

  a a 

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 

( , )

( ) a

( )

w a e w

a





1

2

a w

b

 

3

5 3 2 1

2 3 2 3

a

  a a 

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 
Result5: 4.95E-02 Result6:

0

1

,1

2

u

n

I

  

   

3

5 3 2 1

2 3 2 3

a

  a a 

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 

0.002191

1.32934

0.005252

0.677248

0.8125

0.745708

7.59E-02

0

1

,1

2

u

n

I

  

   

3

5 3 2 1

2 3 2 3

a

  a a 

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 
5.39E-03
4.540703

0.27

4.810703 5.080703 5.350703 5.620703 5.890703 6.160703

0.018781 0.016424 0.014426 0.012726 0.011271 0.010023

98.12% 98.36% 98.56% 98.73% 98.87% 99.00%

NO NO NO NO NO YES

4) If you don't get a YES in row 11, play around with the cell G3, the interval for differences until you get one p-value closed to 0.01

5) Once you get a YES, use the t-statistic in the calculations of the UPL.

Go back to Template_nonnormal tab and paste the value in row 5 that has a Yes in row 11.

Copy the new t-value in cell E119 Template_nonnormal

1) Start with initial t-statistic from Template

2) Determine interval of differences for t-values

2) Candidate values for t-statistic

3) Corrected p-values

Acutal significance level with t-value

4) Is p-value closed enough to 0.01?
t-statistic=

Incomplete Beta Function approximation

where

Inputs skewness= 0.39

x=u0= 0.114754077 kurtosis= -3.42

n= 4

t0=t= 4.540702859

a= 1.5 a=

Calculate u0. Sustitute each candidate t-value in u0 equation

Calculate the Incomplete Beta Functions needed for adjustment

c.1.) Calculate d.1.) Calculate 

1

x

w b

x

 

     

 , 

 

x

I a b   

0

1 1

,

2 2 u

n

I

  

   

2

1

0

1

1

u

t

n







a= 1.5 a=

b= 0.5 b=

w= 0.064815 w=

c.1.1. 0.011941215 d.1.1. 

c.1.2. 0.886226925 d.1.2. 

c.1.3 0.017450892 d.1.3

c.1.4. 0.435185199 d.1.4.

c.1.5. -0.14583 d.1.5.

c.1.6 0.062114 d.1.6

Calculations Calculations

( , )

( ) a

( )

w a e w

a





1

2

a w

b

 

3

5 3 2 1

2 3 2 3

a

  a a 

3 1 2 1 1

2 6 3

w a a

 

     

( , )

( ) a

( )

w a e w

a





1

2

a w

b

 

2

1

0

1

1

u

t

n






c.1.7 8.75E-03 d.1.7

Result1: 1.76E-02 Result2:

1- Calculate 8.80E-03

2- Calculate

2.1. Calculate 0.033245

2.2. Calculate 11.59497

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 

0 0

1 1 1

( ) ,

2 2 2

u

n

P t I

  

    

3

0 0

2 1 1 1 1

( ) ,1 ,1

6 2 2 2 3 2 u u

n n n n P t I I

n n



 

       

         

2

2

0

1

2 2

0

2 1 1

1 1

( )

6 2

1

1

n

n

t

n

P t

n

t

n







  



    



 

  

  

2 1

6 2

n

n



2

0

2 1 1

1

n

t

n







1

2 2

0 1

1

n

t

n



 

     

1

3 2

n

n



2 1

6 2

n

n



2.3. Calculate 173.9017

Result: 0.002217

3-Calculate

3.1. Calculate 0.199471

3.2. Calculate 0.232716

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 

0 0

1 1 1

( ) ,

2 2 2

u

n

P t I

  

    

3

0 0

2 1 1 1 1

( ) ,1 ,1

6 2 2 2 3 2 u u

n n n n P t I I

n n



 

       

         

2

2

0

1

2 2

0

2 1 1

1 1

( )

6 2

1

1

n

n

t

n

P t

n

t

n







  



    



 

  

  

2 1

6 2

n

n



2

0

2 1 1

1

n

t

n







1

2 2

0 1

1

n

t

n



 

     

1

3 2

n

n



2 1

6 2

n

n


Result 9.06E-03

4-Calculate

4.1. Calculate 2.20E-03

4.2. Calculate 6.33E-04

4.3. Calculate 3.76E-05

Result: 1.60E-03

5- Calculate

     

4 0 0 0

1 1 1 1 1 2 1 3 4 1 1

( ) , , ,

24 2 2 12 2 2 24 2 2 u u u

n n n n n n n n

P t I I I

n n



             

        

     

0

1 1 1

,

24 2 2 u

n n I       

  

0

1 2 1 1

,

12 2 2 u

n n n

I

n

    

   

  

0

4 1 3 1

,

24 2 2 u

n n n

I

n

    

   

    

     

2

3/2 0 0

2 2

0 0

1 (2 5) 1 1 1 2 5 8 1 1 ( ) , ,

72 2 2 24 2 2

1 2 5 12 1 3 1 2 5 12 5 1

, ,

24 2 2 72 2 2

u u

u u

n n n n n n n

P t I I

n

n n n n n n n n

I I

n n



          

      

   

                    

 

0

1 (2 5) 1 1

,

72 2 2 u

n n n

I

    

   

  

2

0

1 2 5 8 1 1

,

24 2 2 u

n n n n

I

n

     

   

  

2

0

1 2 5 12 3 1

,

24 2 2 u

n n n n

I

n

     

   

  

2

0

1 2 5 12 5 1

,

72 2 2 u

n n n n

I

n

     

   

9.53E-03

5.1. Calculate

3.16E-03

5.2. Calculate

5.3. Calculate 3.00E-04

5.4. Calculate 1.00E-04

Result 6.57E-03

     

4 0 0 0

1 1 1 1 1 2 1 3 4 1 1

( ) , , ,

24 2 2 12 2 2 24 2 2 u u u

n n n n n n n n

P t I I I

n n



             

        

     

0

1 1 1

,

24 2 2 u

n n I       

  

0

1 2 1 1

,

12 2 2 u

n n n

I

n

    

   

  

0

4 1 3 1

,

24 2 2 u

n n n

I

n

    

   

    

     

2

3/2 0 0

2 2

0 0

1 (2 5) 1 1 1 2 5 8 1 1 ( ) , ,

72 2 2 24 2 2

1 2 5 12 1 3 1 2 5 12 5 1

, ,

24 2 2 72 2 2

u u

u u

n n n n n n n

P t I I

n

n n n n n n n n

I I

n n



          

      

   

                    

 

0

1 (2 5) 1 1

,

72 2 2 u

n n n

I

    

   

  

2

0

1 2 5 8 1 1

,

24 2 2 u

n n n n

I

n

     

   

  

2

0

1 2 5 12 3 1

,

24 2 2 u

n n n n

I

n

     

   

  

2

0

1 2 5 12 5 1

,

72 2 2 u

n n n n

I

n

     

   
Corrected probability is::

3 4 3/2

2

0 3 P t( ) Skewness P t( ) Kurtosis P t( ) P t( )          
4.810703 u0= 0.114754

2.5 a= 3.5

e.1.) Calculate 

 

3

2 2

2

2 3

( , ) 1 1 5 3 1 3 11 1

,

( ) ( ) 2 2 2 3 2 326 3

3 1 1

 

2 6 2

w a a w e w a w a

I a b a a w a a

a a b b

w a w

       

                   

  

     

  

0

1 1

,

2 2 u

n

I

  

   

2.5 a= 3.5

0.5 b= 0.5

0.064815 w= 0.064815

0.000307287 e.1.1. 5.66697E-06

1.329340388 e.1.2. 3.32335097

0.000754051 e.1.3 1.95495E-05

1.435185199 e.1.4. 2.435185199

0.8125 e.1.5.

0.332176 e.1.6

Calculations

0

1 1

,

2 2 u

n

I

  

   

( , )

( ) a

( )

w a e w

a





1

2

a w

b

 

3

5 3 2 1

2 3 2 3

a

  a a 

3 1 2 1 1

2 6 3

w a a

 

     

( , )

( ) a

( )

w a e w

a





1

2

a w

b

 

3

5 3 2 1

2 3 2 3

a

  a a 

3 1 2 1 1

2 6 3

w a a

 

     
1.51E-02 e.1.7

1.69E-03 Result3:

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 
 

0

3 

1 1

,

4 2 2

u

n 

n

I

n

 

   

  

 

 

0

3 

1 1

,

4 2 2

u

n 

n

I

n

 

   

  

 
0.01878
a= 3.5

0 f.1.) Calculate 

3 1

,

2 2 u

n

I

  

    0

5 1

,

2 2 u

n

I

  

   

( , )

( ) a

( )

w a e w

a





1

2

a w

b

 

3

5 3 2 1

2 3 2 3

a

  a a 

3 1 2 1 1

2 6 3

w a a

 

     

a= 3.5

b= 0.5

w= 0.064815

f.1.1. 5.66697E-06

f.1.2. 3.32335097

f.1.3 1.95495E-05

f.1.4. 2.435185199

5.9375 f.1.5. 5.9375

0.796682 f.1.6 0.796682

Calculations

0

3 1

,

2 2 u

n

I

  

    0

5 1

,

2 2 u

n

I

  

   

( , )

( ) a

( )

w a e w

a





1

2

a w

b

 

3

5 3 2 1

2 3 2 3

a

  a a 

3 1 2 1 1

2 6 3

w a a

 

     
2.14E-02 f.1.7 2.14E-02

1.50E-04 Result4: 1.50E-04

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 


a= 1.5 a= 2.5

g.1.) Calculate 0 h.1.) Calculate 

1

,1

2

u

n

I

  

   

( , )

( ) a

( )

w a e w

a





1

2

a w

b

 

3

5 3 2 1

2 3 2 3

a

  a a 

3 1 2 1 1

2 6 3

w a a

 

     

( , )

( ) a

( )

w a e w

a





1

2

a w

b

 

3

5 3 2 1

2 3 2 3

a

  a a 

3 1 2 1 1

2 6 3

w a a

 

     

a= 1.5 a= 2.5

b= 1 b= 1

w= 0.12963 w= 0.12963

g.1.1. 0.032501 h.1.1. 

g.1.2. 0.886227 h.1.2. 

g.1.3 0.046261 h.1.3

g.1.4. 0.185185 h.1.4.

g.1.5. -0.14583 h.1.5.

g.1.6 0.124228 h.1.6

Calculations Calculations

0

1

,1

2

u

n

I

  

   

( , )

( ) a

( )

w a e w

a





1

2

a w

b

 

3

5 3 2 1

2 3 2 3

a

  a a 

3 1 2 1 1

2 6 3

w a a

 

     

( , )

( ) a

( )

w a e w

a





1

2

a w

b

 

3

5 3 2 1

2 3 2 3

a

  a a 

3 1 2 1 1

2 6 3

w a a

 

     
g.1.7 3.50E-02 h.1.7

Result5: 4.25E-02 Result6:

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 


0

1

,1

2

u

n

I

  

   

3

5 3 2 1

2 3 2 3

a

  a a 

3 1 2 1 1

2 6 3

w a a

 

     

0.00166

1.32934

0.003998

0.685185

0.8125

0.664352

0

1

,1

2

u

n

I

  

   

3

5 3 2 1

2 3 2 3

a

  a a 

3 1 2 1 1

2 6 3

w a a

 

     
6.02E-02

4.20E-03

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 
t-statistic=

Incomplete Beta Function approximation

where

Inputs skewness= 0.39

x=u0= 0.104117711 kurtosis= -3.42

n= 4

t0=t= 4.540702859

a= 1.5 a=

Calculate u0. Sustitute each candidate t-value in u0 equation

Calculate the Incomplete Beta Functions needed for adjustment

c.1.) Calculate d.1.) Calculate 

1

x

w b

x

 

     

 , 

 

x

I a b   

0

1 1

,

2 2 u

n

I

  

   

2

1

0

1

1

u

t

n







a= 1.5 a=

b= 0.5 b=

w= 0.058109 w=

c.1.1. 0.010177423 d.1.1. 

c.1.2. 0.886226925 d.1.2. 

c.1.3 0.014913656 d.1.3

c.1.4. 0.441890965 d.1.4.

c.1.5. -0.14583 d.1.5.

c.1.6 0.055688 d.1.6

Calculations Calculations

( , )

( ) a

( )

w a e w

a





1

2

a w

b

 

3

5 3 2 1

2 3 2 3

a

  a a 

3 1 2 1 1

2 6 3

w a a

 

     

( , )

( ) a

( )

w a e w

a





1

2

a w

b

 

2

1

0

1

1

u

t

n






c.1.7 7.03E-03 d.1.7

Result1: 1.52E-02 Result2:

1- Calculate 7.59E-03

2- Calculate

2.1. Calculate 0.033245

2.2. Calculate 11.59497

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 

0 0

1 1 1

( ) ,

2 2 2

u

n

P t I

  

    

3

0 0

2 1 1 1 1

( ) ,1 ,1

6 2 2 2 3 2 u u

n n n n P t I I

n n



 

       

         

2

2

0

1

2 2

0

2 1 1

1 1

( )

6 2

1

1

n

n

t

n

P t

n

t

n







  



    



 

  

  

2 1

6 2

n

n



2

0

2 1 1

1

n

t

n







1

2 2

0 1

1

n

t

n



 

     

1

3 2

n

n



2 1

6 2

n

n



2.3. Calculate 173.9017

Result: 0.002217

3-Calculate

3.1. Calculate 0.199471

3.2. Calculate 0.232716

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 

0 0

1 1 1

( ) ,

2 2 2

u

n

P t I

  

    

3

0 0

2 1 1 1 1

( ) ,1 ,1

6 2 2 2 3 2 u u

n n n n P t I I

n n



 

       

         

2

2

0

1

2 2

0

2 1 1

1 1

( )

6 2

1

1

n

n

t

n

P t

n

t

n







  



    



 

  

  

2 1

6 2

n

n



2

0

2 1 1

1

n

t

n







1

2 2

0 1

1

n

t

n



 

     

1

3 2

n

n



2 1

6 2

n

n


Result 7.89E-03

4-Calculate

4.1. Calculate 1.90E-03

4.2. Calculate 4.93E-04

4.3. Calculate 2.61E-05

Result: 1.43E-03

5- Calculate

     

4 0 0 0

1 1 1 1 1 2 1 3 4 1 1

( ) , , ,

24 2 2 12 2 2 24 2 2 u u u

n n n n n n n n

P t I I I

n n



             

        

     

0

1 1 1

,

24 2 2 u

n n I       

  

0

1 2 1 1

,

12 2 2 u

n n n

I

n

    

   

  

0

4 1 3 1

,

24 2 2 u

n n n

I

n

    

   

    

     

2

3/2 0 0

2 2

0 0

1 (2 5) 1 1 1 2 5 8 1 1 ( ) , ,

72 2 2 24 2 2

1 2 5 12 1 3 1 2 5 12 5 1

, ,

24 2 2 72 2 2

u u

u u

n n n n n n n

P t I I

n

n n n n n n n n

I I

n n



          

      

   

                    

 

0

1 (2 5) 1 1

,

72 2 2 u

n n n

I

    

   

  

2

0

1 2 5 8 1 1

,

24 2 2 u

n n n n

I

n

     

   

  

2

0

1 2 5 12 3 1

,

24 2 2 u

n n n n

I

n

     

   

  

2

0

1 2 5 12 5 1

,

72 2 2 u

n n n n

I

n

     

   

8.22E-03

5.1. Calculate

2.46E-03

5.2. Calculate

5.3. Calculate 2.09E-04

5.4. Calculate 6.96E-05

Result 5.89E-03

     

4 0 0 0

1 1 1 1 1 2 1 3 4 1 1

( ) , , ,

24 2 2 12 2 2 24 2 2 u u u

n n n n n n n n

P t I I I

n n



             

        

     

0

1 1 1

,

24 2 2 u

n n I       

  

0

1 2 1 1

,

12 2 2 u

n n n

I

n

    

   

  

0

4 1 3 1

,

24 2 2 u

n n n

I

n

    

   

    

     

2

3/2 0 0

2 2

0 0

1 (2 5) 1 1 1 2 5 8 1 1 ( ) , ,

72 2 2 24 2 2

1 2 5 12 1 3 1 2 5 12 5 1

, ,

24 2 2 72 2 2

u u

u u

n n n n n n n

P t I I

n

n n n n n n n n

I I

n n



          

      

   

                    

 

0

1 (2 5) 1 1

,

72 2 2 u

n n n

I

    

   

  

2

0

1 2 5 8 1 1

,

24 2 2 u

n n n n

I

n

     

   

  

2

0

1 2 5 12 3 1

,

24 2 2 u

n n n n

I

n

     

   

  

2

0

1 2 5 12 5 1

,

72 2 2 u

n n n n

I

n

     

   
Corrected probability is::

3 4 3/2

2

0 3 P t( ) Skewness P t( ) Kurtosis P t( ) P t( )          
5.080703 u0= 0.104118

2.5 a= 3.5

e.1.) Calculate 

 

3

2 2

2

2 3

( , ) 1 1 5 3 1 3 11 1

,

( ) ( ) 2 2 2 3 2 326 3

3 1 1

 

2 6 2

w a a w e w a w a

I a b a a w a a

a a b b

w a w

       

                   

  

     

  

0

1 1

,

2 2 u

n

I

  

   

2.5 a= 3.5

0.5 b= 0.5

0.058109 w= 0.058109

0.000234985 e.1.1. 3.8869E-06

1.329340388 e.1.2. 3.32335097

0.000577745 e.1.3 1.34289E-05

1.441890965 e.1.4. 2.441890965

0.8125 e.1.5.

0.297809 e.1.6

Calculations

0

1 1

,

2 2 u

n

I

  

   

( , )

( ) a

( )

w a e w

a





1

2

a w

b

 

3

5 3 2 1

2 3 2 3

a

  a a 

3 1 2 1 1

2 6 3

w a a

 

     

( , )

( ) a

( )

w a e w

a





1

2

a w

b

 

3

5 3 2 1

2 3 2 3

a

  a a 

3 1 2 1 1

2 6 3

w a a

 

     
1.21E-02 e.1.7

1.31E-03 Result3:

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 
 

0

3 

1 1

,

4 2 2

u

n 

n

I

n

 

   

  

 

 

0

3 

1 1

,

4 2 2

u

n 

n

I

n

 

   

  

 
0.01642
a= 3.5

0 f.1.) Calculate 

3 1

,

2 2 u

n

I

  

    0

5 1

,

2 2 u

n

I

  

   

( , )

( ) a

( )

w a e w

a





1

2

a w

b

 

3

5 3 2 1

2 3 2 3

a

  a a 

3 1 2 1 1

2 6 3

w a a

 

     

a= 3.5

b= 0.5

w= 0.058109

f.1.1. 3.8869E-06

f.1.2. 3.32335097

f.1.3 1.34289E-05

f.1.4. 2.441890965

5.9375 f.1.5. 5.9375

0.714257 f.1.6 0.714257

Calculations

0

3 1

,

2 2 u

n

I

  

    0

5 1

,

2 2 u

n

I

  

   

( , )

( ) a

( )

w a e w

a





1

2

a w

b

 

3

5 3 2 1

2 3 2 3

a

  a a 

3 1 2 1 1

2 6 3

w a a

 

     
1.72E-02 f.1.7 1.72E-02

1.04E-04 Result4: 1.04E-04

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 


a= 1.5 a= 2.5

g.1.) Calculate 0 h.1.) Calculate 

1

,1

2

u

n

I

  

   

( , )

( ) a

( )

w a e w

a





1

2

a w

b

 

3

5 3 2 1

2 3 2 3

a

  a a 

3 1 2 1 1

2 6 3

w a a

 

     

( , )

( ) a

( )

w a e w

a





1

2

a w

b

 

3

5 3 2 1

2 3 2 3

a

  a a 

3 1 2 1 1

2 6 3

w a a

 

     

a= 1.5 a= 2.5

b= 1 b= 1

w= 0.116218 w= 0.116218

g.1.1. 0.027809 h.1.1. 

g.1.2. 0.886227 h.1.2. 

g.1.3 0.039801 h.1.3

g.1.4. 0.191891 h.1.4.

g.1.5. -0.14583 h.1.5.

g.1.6 0.111376 h.1.6

Calculations Calculations

0

1

,1

2

u

n

I

  

   

( , )

( ) a

( )

w a e w

a





1

2

a w

b

 

3

5 3 2 1

2 3 2 3

a

  a a 

3 1 2 1 1

2 6 3

w a a

 

     

( , )

( ) a

( )

w a e w

a





1

2

a w

b

 

3

5 3 2 1

2 3 2 3

a

  a a 

3 1 2 1 1

2 6 3

w a a

 

     
g.1.7 2.81E-02 h.1.7

Result5: 3.67E-02 Result6:

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 


0

1

,1

2

u

n

I

  

   

3

5 3 2 1

2 3 2 3

a

  a a 

3 1 2 1 1

2 6 3

w a a

 

     

0.001276

1.32934

0.003084

0.691891

0.8125

0.595618

0

1

,1

2

u

n

I

  

   

3

5 3 2 1

2 3 2 3

a

  a a 

3 1 2 1 1

2 6 3

w a a

 

     
4.84E-02

3.30E-03

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 
t-statistic=

Incomplete Beta Function approximation

where

Inputs skewness= 0.39

x=u0= 0.094846601 kurtosis= -3.42

n= 4

t0=t= 4.540702859

a= 1.5 a=

Calculate u0. Sustitute each candidate t-value in u0 equation

Calculate the Incomplete Beta Functions needed for adjustment

c.1.) Calculate d.1.) Calculate 

1

x

w b

x

 

     

 , 

 

x

I a b   

0

1 1

,

2 2 u

n

I

  

   

2

1

0

1

1

u

t

n







a= 1.5 a=

b= 0.5 b=

w= 0.052393 w=

c.1.1. 0.008742927 d.1.1. 

c.1.2. 0.886226925 d.1.2. 

c.1.3 0.012841201 d.1.3

c.1.4. 0.447607443 d.1.4.

c.1.5. -0.14583 d.1.5.

c.1.6 0.05021 d.1.6

Calculations Calculations

( , )

( ) a

( )

w a e w

a





1

2

a w

b

 

3

5 3 2 1

2 3 2 3

a

  a a 

3 1 2 1 1

2 6 3

w a a

 

     

( , )

( ) a

( )

w a e w

a





1

2

a w

b

 

2

1

0

1

1

u

t

n






c.1.7 5.72E-03 d.1.7

Result1: 1.32E-02 Result2:

1- Calculate 6.58E-03

2- Calculate

2.1. Calculate 0.033245

2.2. Calculate 11.59497

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 

0 0

1 1 1

( ) ,

2 2 2

u

n

P t I

  

    

3

0 0

2 1 1 1 1

( ) ,1 ,1

6 2 2 2 3 2 u u

n n n n P t I I

n n



 

       

         

2

2

0

1

2 2

0

2 1 1

1 1

( )

6 2

1

1

n

n

t

n

P t

n

t

n







  



    



 

  

  

2 1

6 2

n

n



2

0

2 1 1

1

n

t

n







1

2 2

0 1

1

n

t

n



 

     

1

3 2

n

n



2 1

6 2

n

n



2.3. Calculate 173.9017

Result: 0.002217

3-Calculate

3.1. Calculate 0.199471

3.2. Calculate 0.232716

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 

0 0

1 1 1

( ) ,

2 2 2

u

n

P t I

  

    

3

0 0

2 1 1 1 1

( ) ,1 ,1

6 2 2 2 3 2 u u

n n n n P t I I

n n



 

       

         

2

2

0

1

2 2

0

2 1 1

1 1

( )

6 2

1

1

n

n

t

n

P t

n

t

n







  



    



 

  

  

2 1

6 2

n

n



2

0

2 1 1

1

n

t

n







1

2 2

0 1

1

n

t

n



 

     

1

3 2

n

n



2 1

6 2

n

n


Result 6.91E-03

4-Calculate

4.1. Calculate 1.65E-03

4.2. Calculate 3.88E-04

4.3. Calculate 1.84E-05

Result: 1.28E-03

5- Calculate

     

4 0 0 0

1 1 1 1 1 2 1 3 4 1 1

( ) , , ,

24 2 2 12 2 2 24 2 2 u u u

n n n n n n n n

P t I I I

n n



             

        

     

0

1 1 1

,

24 2 2 u

n n I       

  

0

1 2 1 1

,

12 2 2 u

n n n

I

n

    

   

  

0

4 1 3 1

,

24 2 2 u

n n n

I

n

    

   

    

     

2

3/2 0 0

2 2

0 0

1 (2 5) 1 1 1 2 5 8 1 1 ( ) , ,

72 2 2 24 2 2

1 2 5 12 1 3 1 2 5 12 5 1

, ,

24 2 2 72 2 2

u u

u u

n n n n n n n

P t I I

n

n n n n n n n n

I I

n n



          

      

   

                    

 

0

1 (2 5) 1 1

,

72 2 2 u

n n n

I

    

   

  

2

0

1 2 5 8 1 1

,

24 2 2 u

n n n n

I

n

     

   

  

2

0

1 2 5 12 3 1

,

24 2 2 u

n n n n

I

n

     

   

  

2

0

1 2 5 12 5 1

,

72 2 2 u

n n n n

I

n

     

   

7.13E-03

5.1. Calculate

1.94E-03

5.2. Calculate

5.3. Calculate 1.47E-04

5.4. Calculate 4.91E-05

Result 5.29E-03

     

4 0 0 0

1 1 1 1 1 2 1 3 4 1 1

( ) , , ,

24 2 2 12 2 2 24 2 2 u u u

n n n n n n n n

P t I I I

n n



             

        

     

0

1 1 1

,

24 2 2 u

n n I       

  

0

1 2 1 1

,

12 2 2 u

n n n

I

n

    

   

  

0

4 1 3 1

,

24 2 2 u

n n n

I

n

    

   

    

     

2

3/2 0 0

2 2

0 0

1 (2 5) 1 1 1 2 5 8 1 1 ( ) , ,

72 2 2 24 2 2

1 2 5 12 1 3 1 2 5 12 5 1

, ,

24 2 2 72 2 2

u u

u u

n n n n n n n

P t I I

n

n n n n n n n n

I I

n n



          

      

   

                    

 

0

1 (2 5) 1 1

,

72 2 2 u

n n n

I

    

   

  

2

0

1 2 5 8 1 1

,

24 2 2 u

n n n n

I

n

     

   

  

2

0

1 2 5 12 3 1

,

24 2 2 u

n n n n

I

n

     

   

  

2

0

1 2 5 12 5 1

,

72 2 2 u

n n n n

I

n

     

   
Corrected probability is::

3 4 3/2

2

0 3 P t( ) Skewness P t( ) Kurtosis P t( ) P t( )          
5.350703 u0= 0.094847

2.5 a= 3.5

e.1.) Calculate 

 

3

2 2

2

2 3

( , ) 1 1 5 3 1 3 11 1

,

( ) ( ) 2 2 2 3 2 326 3

3 1 1

 

2 6 2

w a a w e w a w a

I a b a a w a a

a a b b

w a w

       

                   

  

     

  

0

1 1

,

2 2 u

n

I

  

   

2.5 a= 3.5

0.5 b= 0.5

0.052393 w= 0.052393

0.000182126 e.1.1. 2.71719E-06

1.329340388 e.1.2. 3.32335097

0.000448522 e.1.3 9.39969E-06

1.447607443 e.1.4. 2.447607443

0.8125 e.1.5.

0.268512 e.1.6

Calculations

0

1 1

,

2 2 u

n

I

  

   

( , )

( ) a

( )

w a e w

a





1

2

a w

b

 

3

5 3 2 1

2 3 2 3

a

  a a 

3 1 2 1 1

2 6 3

w a a

 

     

( , )

( ) a

( )

w a e w

a





1

2

a w

b

 

3

5 3 2 1

2 3 2 3

a

  a a 

3 1 2 1 1

2 6 3

w a a

 

     
9.84E-03 e.1.7

1.03E-03 Result3:

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 
 

0

3 

1 1

,

4 2 2

u

n 

n

I

n

 

   

  

 

 

0

3 

1 1

,

4 2 2

u

n 

n

I

n

 

   

  

 
0.01443
a= 3.5

0 f.1.) Calculate 

3 1

,

2 2 u

n

I

  

    0

5 1

,

2 2 u

n

I

  

   

( , )

( ) a

( )

w a e w

a





1

2

a w

b

 

3

5 3 2 1

2 3 2 3

a

  a a 

3 1 2 1 1

2 6 3

w a a

 

     

a= 3.5

b= 0.5

w= 0.052393

f.1.1. 2.71719E-06

f.1.2. 3.32335097

f.1.3 9.39969E-06

f.1.4. 2.447607443

5.9375 f.1.5. 5.9375

0.643992 f.1.6 0.643992

Calculations

0

3 1

,

2 2 u

n

I

  

    0

5 1

,

2 2 u

n

I

  

   

( , )

( ) a

( )

w a e w

a





1

2

a w

b

 

3

5 3 2 1

2 3 2 3

a

  a a 

3 1 2 1 1

2 6 3

w a a

 

     
1.40E-02 f.1.7 1.40E-02

7.37E-05 Result4: 7.37E-05

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 


a= 1.5 a= 2.5

g.1.) Calculate 0 h.1.) Calculate 

1

,1

2

u

n

I

  

   

( , )

( ) a

( )

w a e w

a





1

2

a w

b

 

3

5 3 2 1

2 3 2 3

a

  a a 

3 1 2 1 1

2 6 3

w a a

 

     

( , )

( ) a

( )

w a e w

a





1

2

a w

b

 

3

5 3 2 1

2 3 2 3

a

  a a 

3 1 2 1 1

2 6 3

w a a

 

     

a= 1.5 a= 2.5

b= 1 b= 1

w= 0.104785 w= 0.104785

g.1.1. 0.02397 h.1.1. 

g.1.2. 0.886227 h.1.2. 

g.1.3 0.034466 h.1.3

g.1.4. 0.197607 h.1.4.

g.1.5. -0.14583 h.1.5.

g.1.6 0.100419 h.1.6

Calculations Calculations

0

1

,1

2

u

n

I

  

   

( , )

( ) a

( )

w a e w

a





1

2

a w

b

 

3

5 3 2 1

2 3 2 3

a

  a a 

3 1 2 1 1

2 6 3

w a a

 

     

( , )

( ) a

( )

w a e w

a





1

2

a w

b

 

3

5 3 2 1

2 3 2 3

a

  a a 

3 1 2 1 1

2 6 3

w a a

 

     
g.1.7 2.29E-02 h.1.7

Result5: 3.19E-02 Result6:

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 


0

1

,1

2

u

n

I

  

   

3

5 3 2 1

2 3 2 3

a

  a a 

3 1 2 1 1

2 6 3

w a a

 

     

0.000993

1.32934

0.002408

0.697607

0.8125

0.537024

0

1

,1

2

u

n

I

  

   

3

5 3 2 1

2 3 2 3

a

  a a 

3 1 2 1 1

2 6 3

w a a

 

     
3.93E-02

2.62E-03

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 
t-statistic=

Incomplete Beta Function approximation

where

Inputs skewness= 0.39

x=u0= 0.086724501 kurtosis= -3.42

n= 4

t0=t= 4.540702859

a= 1.5 a=

Calculate u0. Sustitute each candidate t-value in u0 equation

Calculate the Incomplete Beta Functions needed for adjustment

c.1.) Calculate d.1.) Calculate 

1

x

w b

x

 

     

 , 

 

x

I a b   

0

1 1

,

2 2 u

n

I

  

   

2

1

0

1

1

u

t

n







a= 1.5 a=

b= 0.5 b=

w= 0.04748 w=

c.1.1. 0.007564675 d.1.1. 

c.1.2. 0.886226925 d.1.2. 

c.1.3 0.011132682 d.1.3

c.1.4. 0.452520077 d.1.4.

c.1.5. -0.14583 d.1.5.

c.1.6 0.045502 d.1.6

Calculations Calculations

( , )

( ) a

( )

w a e w

a





1

2

a w

b

 

3

5 3 2 1

2 3 2 3

a

  a a 

3 1 2 1 1

2 6 3

w a a

 

     

( , )

( ) a

( )

w a e w

a





1

2

a w

b

 

2

1

0

1

1

u

t

n






c.1.7 4.70E-03 d.1.7

Result1: 1.15E-02 Result2:

1- Calculate 5.75E-03

2- Calculate

2.1. Calculate 0.033245

2.2. Calculate 11.59497

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 

0 0

1 1 1

( ) ,

2 2 2

u

n

P t I

  

    

3

0 0

2 1 1 1 1

( ) ,1 ,1

6 2 2 2 3 2 u u

n n n n P t I I

n n



 

       

         

2

2

0

1

2 2

0

2 1 1

1 1

( )

6 2

1

1

n

n

t

n

P t

n

t

n







  



    



 

  

  

2 1

6 2

n

n



2

0

2 1 1

1

n

t

n







1

2 2

0 1

1

n

t

n



 

     

1

3 2

n

n



2 1

6 2

n

n



2.3. Calculate 173.9017

Result: 0.002217

3-Calculate

3.1. Calculate 0.199471

3.2. Calculate 0.232716

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 

0 0

1 1 1

( ) ,

2 2 2

u

n

P t I

  

    

3

0 0

2 1 1 1 1

( ) ,1 ,1

6 2 2 2 3 2 u u

n n n n P t I I

n n



 

       

         

2

2

0

1

2 2

0

2 1 1

1 1

( )

6 2

1

1

n

n

t

n

P t

n

t

n







  



    



 

  

  

2 1

6 2

n

n



2

0

2 1 1

1

n

t

n







1

2 2

0 1

1

n

t

n



 

     

1

3 2

n

n



2 1

6 2

n

n


Result 6.08E-03

4-Calculate

4.1. Calculate 1.44E-03

4.2. Calculate 3.09E-04

4.3. Calculate 1.32E-05

Result: 1.14E-03

5- Calculate

     

4 0 0 0

1 1 1 1 1 2 1 3 4 1 1

( ) , , ,

24 2 2 12 2 2 24 2 2 u u u

n n n n n n n n

P t I I I

n n



             

        

     

0

1 1 1

,

24 2 2 u

n n I       

  

0

1 2 1 1

,

12 2 2 u

n n n

I

n

    

   

  

0

4 1 3 1

,

24 2 2 u

n n n

I

n

    

   

    

     

2

3/2 0 0

2 2

0 0

1 (2 5) 1 1 1 2 5 8 1 1 ( ) , ,

72 2 2 24 2 2

1 2 5 12 1 3 1 2 5 12 5 1

, ,

24 2 2 72 2 2

u u

u u

n n n n n n n

P t I I

n

n n n n n n n n

I I

n n



          

      

   

                    

 

0

1 (2 5) 1 1

,

72 2 2 u

n n n

I

    

   

  

2

0

1 2 5 8 1 1

,

24 2 2 u

n n n n

I

n

     

   

  

2

0

1 2 5 12 3 1

,

24 2 2 u

n n n n

I

n

     

   

  

2

0

1 2 5 12 5 1

,

72 2 2 u

n n n n

I

n

     

   

6.23E-03

5.1. Calculate

1.54E-03

5.2. Calculate

5.3. Calculate 1.06E-04

5.4. Calculate 3.53E-05

Result 4.75E-03

     

4 0 0 0

1 1 1 1 1 2 1 3 4 1 1

( ) , , ,

24 2 2 12 2 2 24 2 2 u u u

n n n n n n n n

P t I I I

n n



             

        

     

0

1 1 1

,

24 2 2 u

n n I       

  

0

1 2 1 1

,

12 2 2 u

n n n

I

n

    

   

  

0

4 1 3 1

,

24 2 2 u

n n n

I

n

    

   

    

     

2

3/2 0 0

2 2

0 0

1 (2 5) 1 1 1 2 5 8 1 1 ( ) , ,

72 2 2 24 2 2

1 2 5 12 1 3 1 2 5 12 5 1

, ,

24 2 2 72 2 2

u u

u u

n n n n n n n

P t I I

n

n n n n n n n n

I I

n n



          

      

   

                    

 

0

1 (2 5) 1 1

,

72 2 2 u

n n n

I

    

   

  

2

0

1 2 5 8 1 1

,

24 2 2 u

n n n n

I

n

     

   

  

2

0

1 2 5 12 3 1

,

24 2 2 u

n n n n

I

n

     

   

  

2

0

1 2 5 12 5 1

,

72 2 2 u

n n n n

I

n

     

   
Corrected probability is::

3 4 3/2

2

0 3 P t( ) Skewness P t( ) Kurtosis P t( ) P t( )          
5.620703 u0= 0.086725

2.5 a= 3.5

e.1.) Calculate 

 

3

2 2

2

2 3

( , ) 1 1 5 3 1 3 11 1

,

( ) ( ) 2 2 2 3 2 326 3

3 1 1

 

2 6 2

w a a w e w a w a

I a b a a w a a

a a b b

w a w

       

                   

  

     

  

0

1 1

,

2 2 u

n

I

  

   

2.5 a= 3.5

0.5 b= 0.5

0.04748 w= 0.04748

0.000142887 e.1.1. 1.93249E-06

1.329340388 e.1.2. 3.32335097

0.000352386 e.1.3 6.6925E-06

1.452520077 e.1.4. 2.452520077

0.8125 e.1.5.

0.243335 e.1.6

Calculations

0

1 1

,

2 2 u

n

I

  

   

( , )

( ) a

( )

w a e w

a





1

2

a w

b

 

3

5 3 2 1

2 3 2 3

a

  a a 

3 1 2 1 1

2 6 3

w a a

 

     

( , )

( ) a

( )

w a e w

a





1

2

a w

b

 

3

5 3 2 1

2 3 2 3

a

  a a 

3 1 2 1 1

2 6 3

w a a

 

     
8.08E-03 e.1.7

8.23E-04 Result3:

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 
 

0

3 

1 1

,

4 2 2

u

n 

n

I

n

 

   

  

 

 

0

3 

1 1

,

4 2 2

u

n 

n

I

n

 

   

  

 
0.01273
a= 3.5

0 f.1.) Calculate 

3 1

,

2 2 u

n

I

  

    0

5 1

,

2 2 u

n

I

  

   

( , )

( ) a

( )

w a e w

a





1

2

a w

b

 

3

5 3 2 1

2 3 2 3

a

  a a 

3 1 2 1 1

2 6 3

w a a

 

     

a= 3.5

b= 0.5

w= 0.04748

f.1.1. 1.93249E-06

f.1.2. 3.32335097

f.1.3 6.6925E-06

f.1.4. 2.452520077

5.9375 f.1.5. 5.9375

0.583607 f.1.6 0.583607

Calculations

0

3 1

,

2 2 u

n

I

  

    0

5 1

,

2 2 u

n

I

  

   

( , )

( ) a

( )

w a e w

a





1

2

a w

b

 

3

5 3 2 1

2 3 2 3

a

  a a 

3 1 2 1 1

2 6 3

w a a

 

     
1.15E-02 f.1.7 1.15E-02

5.29E-05 Result4: 5.29E-05

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 


a= 1.5 a= 2.5

g.1.) Calculate 0 h.1.) Calculate 

1

,1

2

u

n

I

  

   

( , )

( ) a

( )

w a e w

a





1

2

a w

b

 

3

5 3 2 1

2 3 2 3

a

  a a 

3 1 2 1 1

2 6 3

w a a

 

     

( , )

( ) a

( )

w a e w

a





1

2

a w

b

 

3

5 3 2 1

2 3 2 3

a

  a a 

3 1 2 1 1

2 6 3

w a a

 

     

a= 1.5 a= 2.5

b= 1 b= 1

w= 0.09496 w= 0.09496

g.1.1. 0.0208 h.1.1. 

g.1.2. 0.886227 h.1.2. 

g.1.3 0.030028 h.1.3

g.1.4. 0.20252 h.1.4.

g.1.5. -0.14583 h.1.5.

g.1.6 0.091003 h.1.6

Calculations Calculations

0

1

,1

2

u

n

I

  

   

( , )

( ) a

( )

w a e w

a





1

2

a w

b

 

3

5 3 2 1

2 3 2 3

a

  a a 

3 1 2 1 1

2 6 3

w a a

 

     

( , )

( ) a

( )

w a e w

a





1

2

a w

b

 

3

5 3 2 1

2 3 2 3

a

  a a 

3 1 2 1 1

2 6 3

w a a

 

     
g.1.7 1.88E-02 h.1.7

Result5: 2.79E-02 Result6:

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 


0

1

,1

2

u

n

I

  

   

3

5 3 2 1

2 3 2 3

a

  a a 

3 1 2 1 1

2 6 3

w a a

 

     

0.000781

1.32934

0.001901

0.70252

0.8125

0.486669

0

1

,1

2

u

n

I

  

   

3

5 3 2 1

2 3 2 3

a

  a a 

3 1 2 1 1

2 6 3

w a a

 

     
3.23E-02

2.09E-03

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 
t-statistic=

Incomplete Beta Function approximation

where

Inputs skewness= 0.39

x=u0= 0.079574794 kurtosis= -3.42

n= 4

t0=t= 4.540702859

a= 1.5 a=

Calculate u0. Sustitute each candidate t-value in u0 equation

Calculate the Incomplete Beta Functions needed for adjustment

c.1.) Calculate d.1.) Calculate 

1

x

w b

x

 

     

 , 

 

x

I a b   

0

1 1

,

2 2 u

n

I

  

   

2

1

0

1

1

u

t

n







a= 1.5 a=

b= 0.5 b=

w= 0.043227 w=

c.1.1. 0.006588146 d.1.1. 

c.1.2. 0.886226925 d.1.2. 

c.1.3 0.009712192 d.1.3

c.1.4. 0.456772808 d.1.4.

c.1.5. -0.14583 d.1.5.

c.1.6 0.041426 d.1.6

Calculations Calculations

( , )

( ) a

( )

w a e w

a





1

2

a w

b

 

3

5 3 2 1

2 3 2 3

a

  a a 

3 1 2 1 1

2 6 3

w a a

 

     

( , )

( ) a

( )

w a e w

a





1

2

a w

b

 

2

1

0

1

1

u

t

n






c.1.7 3.89E-03 d.1.7

Result1: 1.01E-02 Result2:

1- Calculate 5.04E-03

2- Calculate

2.1. Calculate 0.033245

2.2. Calculate 11.59497

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 

0 0

1 1 1

( ) ,

2 2 2

u

n

P t I

  

    

3

0 0

2 1 1 1 1

( ) ,1 ,1

6 2 2 2 3 2 u u

n n n n P t I I

n n



 

       

         

2

2

0

1

2 2

0

2 1 1

1 1

( )

6 2

1

1

n

n

t

n

P t

n

t

n







  



    



 

  

  

2 1

6 2

n

n



2

0

2 1 1

1

n

t

n







1

2 2

0 1

1

n

t

n



 

     

1

3 2

n

n



2 1

6 2

n

n



2.3. Calculate 173.9017

Result: 0.002217

3-Calculate

3.1. Calculate 0.199471

3.2. Calculate 0.232716

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 

0 0

1 1 1

( ) ,

2 2 2

u

n

P t I

  

    

3

0 0

2 1 1 1 1

( ) ,1 ,1

6 2 2 2 3 2 u u

n n n n P t I I

n n



 

       

         

2

2

0

1

2 2

0

2 1 1

1 1

( )

6 2

1

1

n

n

t

n

P t

n

t

n







  



    



 

  

  

2 1

6 2

n

n



2

0

2 1 1

1

n

t

n







1

2 2

0 1

1

n

t

n



 

     

1

3 2

n

n



2 1

6 2

n

n


Result 5.37E-03

4-Calculate

4.1. Calculate 1.26E-03

4.2. Calculate 2.48E-04

4.3. Calculate 9.63E-06

Result: 1.02E-03

5- Calculate

     

4 0 0 0

1 1 1 1 1 2 1 3 4 1 1

( ) , , ,

24 2 2 12 2 2 24 2 2 u u u

n n n n n n n n

P t I I I

n n



             

        

     

0

1 1 1

,

24 2 2 u

n n I       

  

0

1 2 1 1

,

12 2 2 u

n n n

I

n

    

   

  

0

4 1 3 1

,

24 2 2 u

n n n

I

n

    

   

    

     

2

3/2 0 0

2 2

0 0

1 (2 5) 1 1 1 2 5 8 1 1 ( ) , ,

72 2 2 24 2 2

1 2 5 12 1 3 1 2 5 12 5 1

, ,

24 2 2 72 2 2

u u

u u

n n n n n n n

P t I I

n

n n n n n n n n

I I

n n



          

      

   

                    

 

0

1 (2 5) 1 1

,

72 2 2 u

n n n

I

    

   

  

2

0

1 2 5 8 1 1

,

24 2 2 u

n n n n

I

n

     

   

  

2

0

1 2 5 12 3 1

,

24 2 2 u

n n n n

I

n

     

   

  

2

0

1 2 5 12 5 1

,

72 2 2 u

n n n n

I

n

     

   

5.46E-03

5.1. Calculate

1.24E-03

5.2. Calculate

5.3. Calculate 7.70E-05

5.4. Calculate 2.57E-05

Result 4.28E-03

     

4 0 0 0

1 1 1 1 1 2 1 3 4 1 1

( ) , , ,

24 2 2 12 2 2 24 2 2 u u u

n n n n n n n n

P t I I I

n n



             

        

     

0

1 1 1

,

24 2 2 u

n n I       

  

0

1 2 1 1

,

12 2 2 u

n n n

I

n

    

   

  

0

4 1 3 1

,

24 2 2 u

n n n

I

n

    

   

    

     

2

3/2 0 0

2 2

0 0

1 (2 5) 1 1 1 2 5 8 1 1 ( ) , ,

72 2 2 24 2 2

1 2 5 12 1 3 1 2 5 12 5 1

, ,

24 2 2 72 2 2

u u

u u

n n n n n n n

P t I I

n

n n n n n n n n

I I

n n



          

      

   

                    

 

0

1 (2 5) 1 1

,

72 2 2 u

n n n

I

    

   

  

2

0

1 2 5 8 1 1

,

24 2 2 u

n n n n

I

n

     

   

  

2

0

1 2 5 12 3 1

,

24 2 2 u

n n n n

I

n

     

   

  

2

0

1 2 5 12 5 1

,

72 2 2 u

n n n n

I

n

     

   
Corrected probability is::

3 4 3/2

2

0 3 P t( ) Skewness P t( ) Kurtosis P t( ) P t( )          
5.890703 u0= 0.079575

2.5 a= 3.5

e.1.) Calculate 

 

3

2 2

2

2 3

( , ) 1 1 5 3 1 3 11 1

,

( ) ( ) 2 2 2 3 2 326 3

3 1 1

 

2 6 2

w a a w e w a w a

I a b a a w a a

a a b b

w a w

       

                   

  

     

  

0

1 1

,

2 2 u

n

I

  

   

2.5 a= 3.5

0.5 b= 0.5

0.043227 w= 0.043227

0.000113351 e.1.1. 1.3961E-06

1.329340388 e.1.2. 3.32335097

0.000279887 e.1.3 4.8395E-06

1.456772808 e.1.4. 2.456772808

0.8125 e.1.5.

0.221539 e.1.6

Calculations

0

1 1

,

2 2 u

n

I

  

   

( , )

( ) a

( )

w a e w

a





1

2

a w

b

 

3

5 3 2 1

2 3 2 3

a

  a a 

3 1 2 1 1

2 6 3

w a a

 

     

( , )

( ) a

( )

w a e w

a





1

2

a w

b

 

3

5 3 2 1

2 3 2 3

a

  a a 

3 1 2 1 1

2 6 3

w a a

 

     
6.70E-03 e.1.7

6.60E-04 Result3:

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 
 

0

3 

1 1

,

4 2 2

u

n 

n

I

n

 

   

  

 

 

0

3 

1 1

,

4 2 2

u

n 

n

I

n

 

   

  

 
0.01127
a= 3.5

0 f.1.) Calculate 

3 1

,

2 2 u

n

I

  

    0

5 1

,

2 2 u

n

I

  

   

( , )

( ) a

( )

w a e w

a





1

2

a w

b

 

3

5 3 2 1

2 3 2 3

a

  a a 

3 1 2 1 1

2 6 3

w a a

 

     

a= 3.5

b= 0.5

w= 0.043227

f.1.1. 1.3961E-06

f.1.2. 3.32335097

f.1.3 4.8395E-06

f.1.4. 2.456772808

5.9375 f.1.5. 5.9375

0.531334 f.1.6 0.531334

Calculations

0

3 1

,

2 2 u

n

I

  

    0

5 1

,

2 2 u

n

I

  

   

( , )

( ) a

( )

w a e w

a





1

2

a w

b

 

3

5 3 2 1

2 3 2 3

a

  a a 

3 1 2 1 1

2 6 3

w a a

 

     
9.50E-03 f.1.7 9.50E-03

3.85E-05 Result4: 3.85E-05

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 


a= 1.5 a= 2.5

g.1.) Calculate 0 h.1.) Calculate 

1

,1

2

u

n

I

  

   

( , )

( ) a

( )

w a e w

a





1

2

a w

b

 

3

5 3 2 1

2 3 2 3

a

  a a 

3 1 2 1 1

2 6 3

w a a

 

     

( , )

( ) a

( )

w a e w

a





1

2

a w

b

 

3

5 3 2 1

2 3 2 3

a

  a a 

3 1 2 1 1

2 6 3

w a a

 

     

a= 1.5 a= 2.5

b= 1 b= 1

w= 0.086454 w= 0.086454

g.1.1. 0.018161 h.1.1. 

g.1.2. 0.886227 h.1.2. 

g.1.3 0.026308 h.1.3

g.1.4. 0.206773 h.1.4.

g.1.5. -0.14583 h.1.5.

g.1.6 0.082852 h.1.6

Calculations Calculations

0

1

,1

2

u

n

I

  

   

( , )

( ) a

( )

w a e w

a





1

2

a w

b

 

3

5 3 2 1

2 3 2 3

a

  a a 

3 1 2 1 1

2 6 3

w a a

 

     

( , )

( ) a

( )

w a e w

a





1

2

a w

b

 

3

5 3 2 1

2 3 2 3

a

  a a 

3 1 2 1 1

2 6 3

w a a

 

     
g.1.7 1.56E-02 h.1.7

Result5: 2.45E-02 Result6:

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 


0

1

,1

2

u

n

I

  

   

3

5 3 2 1

2 3 2 3

a

  a a 

3 1 2 1 1

2 6 3

w a a

 

     

0.000622

1.32934

0.001516

0.706773

0.8125

0.443079

0

1

,1

2

u

n

I

  

   

3

5 3 2 1

2 3 2 3

a

  a a 

3 1 2 1 1

2 6 3

w a a

 

     
2.68E-02

1.69E-03

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 
t-statistic=

Incomplete Beta Function approximation

where

Inputs skewness= 0.39

x=u0= 0.073252453 kurtosis= -3.42

n= 4

t0=t= 4.540702859

a= 1.5 a=

Calculate u0. Sustitute each candidate t-value in u0 equation

Calculate the Incomplete Beta Functions needed for adjustment

c.1.) Calculate d.1.) Calculate 

1

x

w b

x

 

     

 , 

 

x

I a b   

0

1 1

,

2 2 u

n

I

  

   

2

1

0

1

1

u

t

n







a= 1.5 a=

b= 0.5 b=

w= 0.039521 w=

c.1.1. 0.005772114 d.1.1. 

c.1.2. 0.886226925 d.1.2. 

c.1.3 0.008521917 d.1.3

c.1.4. 0.460478744 d.1.4.

c.1.5. -0.14583 d.1.5.

c.1.6 0.037875 d.1.6

Calculations Calculations

( , )

( ) a

( )

w a e w

a





1

2

a w

b

 

3

5 3 2 1

2 3 2 3

a

  a a 

3 1 2 1 1

2 6 3

w a a

 

     

( , )

( ) a

( )

w a e w

a





1

2

a w

b

 

2

1

0

1

1

u

t

n






c.1.7 3.25E-03 d.1.7

Result1: 8.90E-03 Result2:

1- Calculate 4.45E-03

2- Calculate

2.1. Calculate 0.033245

2.2. Calculate 11.59497

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 

0 0

1 1 1

( ) ,

2 2 2

u

n

P t I

  

    

3

0 0

2 1 1 1 1

( ) ,1 ,1

6 2 2 2 3 2 u u

n n n n P t I I

n n



 

       

         

2

2

0

1

2 2

0

2 1 1

1 1

( )

6 2

1

1

n

n

t

n

P t

n

t

n







  



    



 

  

  

2 1

6 2

n

n



2

0

2 1 1

1

n

t

n







1

2 2

0 1

1

n

t

n



 

     

1

3 2

n

n



2 1

6 2

n

n



2.3. Calculate 173.9017

Result: 0.002217

3-Calculate

3.1. Calculate 0.199471

3.2. Calculate 0.232716

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 

0 0

1 1 1

( ) ,

2 2 2

u

n

P t I

  

    

3

0 0

2 1 1 1 1

( ) ,1 ,1

6 2 2 2 3 2 u u

n n n n P t I I

n n



 

       

         

2

2

0

1

2 2

0

2 1 1

1 1

( )

6 2

1

1

n

n

t

n

P t

n

t

n







  



    



 

  

  

2 1

6 2

n

n



2

0

2 1 1

1

n

t

n







1

2 2

0 1

1

n

t

n



 

     

1

3 2

n

n



2 1

6 2

n

n


Result 4.77E-03

4-Calculate

4.1. Calculate 1.11E-03

4.2. Calculate 2.00E-04

4.3. Calculate 7.11E-06

Result: 9.19E-04

5- Calculate

     

4 0 0 0

1 1 1 1 1 2 1 3 4 1 1

( ) , , ,

24 2 2 12 2 2 24 2 2 u u u

n n n n n n n n

P t I I I

n n



             

        

     

0

1 1 1

,

24 2 2 u

n n I       

  

0

1 2 1 1

,

12 2 2 u

n n n

I

n

    

   

  

0

4 1 3 1

,

24 2 2 u

n n n

I

n

    

   

    

     

2

3/2 0 0

2 2

0 0

1 (2 5) 1 1 1 2 5 8 1 1 ( ) , ,

72 2 2 24 2 2

1 2 5 12 1 3 1 2 5 12 5 1

, ,

24 2 2 72 2 2

u u

u u

n n n n n n n

P t I I

n

n n n n n n n n

I I

n n



          

      

   

                    

 

0

1 (2 5) 1 1

,

72 2 2 u

n n n

I

    

   

  

2

0

1 2 5 8 1 1

,

24 2 2 u

n n n n

I

n

     

   

  

2

0

1 2 5 12 3 1

,

24 2 2 u

n n n n

I

n

     

   

  

2

0

1 2 5 12 5 1

,

72 2 2 u

n n n n

I

n

     

   

4.82E-03

5.1. Calculate

1.00E-03

5.2. Calculate

5.3. Calculate 5.68E-05

5.4. Calculate 1.89E-05

Result 3.86E-03

     

4 0 0 0

1 1 1 1 1 2 1 3 4 1 1

( ) , , ,

24 2 2 12 2 2 24 2 2 u u u

n n n n n n n n

P t I I I

n n



             

        

     

0

1 1 1

,

24 2 2 u

n n I       

  

0

1 2 1 1

,

12 2 2 u

n n n

I

n

    

   

  

0

4 1 3 1

,

24 2 2 u

n n n

I

n

    

   

    

     

2

3/2 0 0

2 2

0 0

1 (2 5) 1 1 1 2 5 8 1 1 ( ) , ,

72 2 2 24 2 2

1 2 5 12 1 3 1 2 5 12 5 1

, ,

24 2 2 72 2 2

u u

u u

n n n n n n n

P t I I

n

n n n n n n n n

I I

n n



          

      

   

                    

 

0

1 (2 5) 1 1

,

72 2 2 u

n n n

I

    

   

  

2

0

1 2 5 8 1 1

,

24 2 2 u

n n n n

I

n

     

   

  

2

0

1 2 5 12 3 1

,

24 2 2 u

n n n n

I

n

     

   

  

2

0

1 2 5 12 5 1

,

72 2 2 u

n n n n

I

n

     

   
Corrected probability is::

3 4 3/2

2

0 3 P t( ) Skewness P t( ) Kurtosis P t( ) P t( )          
6.160703 u0= 0.073252

2.5 a= 3.5

e.1.) Calculate 

 

3

2 2

2

2 3

( , ) 1 1 5 3 1 3 11 1

,

( ) ( ) 2 2 2 3 2 326 3

3 1 1

 

2 6 2

w a a w e w a w a

I a b a a w a a

a a b b

w a w

       

                   

  

     

  

0

1 1

,

2 2 u

n

I

  

   

2.5 a= 3.5

0.5 b= 0.5

0.039521 w= 0.039521

9.08356E-05 e.1.1. 1.02311E-06

1.329340388 e.1.2. 3.32335097

0.000224531 e.1.3 3.5495E-06

1.460478744 e.1.4. 2.460478744

0.8125 e.1.5.

0.202546 e.1.6

Calculations

0

1 1

,

2 2 u

n

I

  

   

( , )

( ) a

( )

w a e w

a





1

2

a w

b

 

3

5 3 2 1

2 3 2 3

a

  a a 

3 1 2 1 1

2 6 3

w a a

 

     

( , )

( ) a

( )

w a e w

a





1

2

a w

b

 

3

5 3 2 1

2 3 2 3

a

  a a 

3 1 2 1 1

2 6 3

w a a

 

     
5.60E-03 e.1.7

5.34E-04 Result3:

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 
 

0

3 

1 1

,

4 2 2

u

n 

n

I

n

 

   

  

 

 

0

3 

1 1

,

4 2 2

u

n 

n

I

n

 

   

  

 
0.01002
a= 3.5

0 f.1.) Calculate 

3 1

,

2 2 u

n

I

  

    0

5 1

,

2 2 u

n

I

  

   

( , )

( ) a

( )

w a e w

a





1

2

a w

b

 

3

5 3 2 1

2 3 2 3

a

  a a 

3 1 2 1 1

2 6 3

w a a

 

     

a= 3.5

b= 0.5

w= 0.039521

f.1.1. 1.02311E-06

f.1.2. 3.32335097

f.1.3 3.5495E-06

f.1.4. 2.460478744

5.9375 f.1.5. 5.9375

0.485782 f.1.6 0.485782

Calculations

0

3 1

,

2 2 u

n

I

  

    0

5 1

,

2 2 u

n

I

  

   

( , )

( ) a

( )

w a e w

a





1

2

a w

b

 

3

5 3 2 1

2 3 2 3

a

  a a 

3 1 2 1 1

2 6 3

w a a

 

     
7.94E-03 f.1.7 7.94E-03

2.84E-05 Result4: 2.84E-05

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 


a= 1.5 a= 2.5

g.1.) Calculate 0 h.1.) Calculate 

1

,1

2

u

n

I

  

   

( , )

( ) a

( )

w a e w

a





1

2

a w

b

 

3

5 3 2 1

2 3 2 3

a

  a a 

3 1 2 1 1

2 6 3

w a a

 

     

( , )

( ) a

( )

w a e w

a





1

2

a w

b

 

3

5 3 2 1

2 3 2 3

a

  a a 

3 1 2 1 1

2 6 3

w a a

 

     

a= 1.5 a= 2.5

b= 1 b= 1

w= 0.079043 w= 0.079043

g.1.1. 0.015946 h.1.1. 

g.1.2. 0.886227 h.1.2. 

g.1.3 0.02317 h.1.3

g.1.4. 0.210479 h.1.4.

g.1.5. -0.14583 h.1.5.

g.1.6 0.075749 h.1.6

Calculations Calculations

0

1

,1

2

u

n

I

  

   

( , )

( ) a

( )

w a e w

a





1

2

a w

b

 

3

5 3 2 1

2 3 2 3

a

  a a 

3 1 2 1 1

2 6 3

w a a

 

     

( , )

( ) a

( )

w a e w

a





1

2

a w

b

 

3

5 3 2 1

2 3 2 3

a

  a a 

3 1 2 1 1

2 6 3

w a a

 

     
g.1.7 1.30E-02 h.1.7

Result5: 2.17E-02 Result6:

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 


0

1

,1

2

u

n

I

  

   

3

5 3 2 1

2 3 2 3

a

  a a 

3 1 2 1 1

2 6 3

w a a

 

     

0.0005

1.32934

0.001221

0.710479

0.8125

0.405093

0

1

,1

2

u

n

I

  

   

3

5 3 2 1

2 3 2 3

a

  a a 

3 1 2 1 1

2 6 3

w a a

 

     
2.24E-02

1.37E-03

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 

3 1 2 1 1

2 6 3

w a a

 

     

2 3 1

2 6

w a

    

 
1 2 3 4

Key ORIS code Plant Name physical_state

1588_7 1588 Mystic Generating Station MA

617_PPE3 617 Port Everglades FL

617_PPE1 617 Port Everglades FL

548_2 548 Norwalk - Norwalk Power LLC CT

562_2 562 Middletown CT

2493_60 2493 East River NY

617_PPE2 617 Port Everglades FL

617_PPE4 617 Port Everglades FL

2491_01 2491 Charles Poletti Power Project NY

621_PTF1 621 Turkey Point FL

6043_PMR2 6043 Martin FL

2516_3 2516 Northport NY

621_PTF2 621 Turkey Point FL

6042_PMT2 6042 Manatee FL

2050_1 2050 Baxter Wilson MS

8906_50 8906 Astoria Generating Station NY

609_PCC1 609 Cape Canaveral FL

2493_70 2493 East River NY

6043_PMR1 6043 Martin FL

8906_30 8906 Astoria Generating Station NY

2516_2 2516 Northport NY

8906_40 8906 Astoria Generating Station NY

667_3 667 Northside Generating Station FL

6042_PMT1 6042 Manatee FL

609_PPC2 609 Cape Canaveral FL

2517_4 2517 Port Jefferson NY

619_PRV4 619 Riviera FL

619_PRV3 619 Riviera FL

8054_1 8054 Gerald Andrus MS

715_1 715 McManus GA
5 6 7 8

Unit Number boiler_id Unit Type boiler_type

7 7 Conventional Boiler Tangential firing

PPE03 PPE3 Conventional Boiler Wall firing - front firing

PPE01 PPE1 Conventional Boiler Wall firing - front firing

2 2 Conventional Boiler Tangential firing

2 2 Conventional Boiler Wall firing - front firing

60 60 Conventional Boiler Wall firing - opposed firing

PPE02 PPE2 Conventional Boiler Wall firing - front firing

PPE04 PPE4 Conventional Boiler Wall firing - front firing

01 01 Conventional Boiler Tangential firing

PTF01 PTF1 Conventional Boiler Wall firing - front firing

PMR02 PMR2 Conventional Boiler Wall firing - front firing

Unit3 3 Conventional Boiler Tangential firing

PTF02 PTF2 Conventional Boiler Wall firing - front firing

PMT02 PMT2 Conventional Boiler Wall firing - front firing

001 1 Conventional Boiler Tangential firing

A-S0004 50 Conventional Boiler Tangential firing

PCC01 PCC1 Conventional Boiler Wall firing - front firing

70 70 Conventional Boiler Wall firing - front firing

PMR01 PMR1 Conventional Boiler Wall firing - front firing

A-S0002 30 Conventional Boiler Wall firing - front firing

Unit2 2 Conventional Boiler Tangential firing

A-S0003 40 Conventional Boiler Tangential firing

3 3 Conventional Boiler Wall firing - front firing

PMT01 PMT1 Conventional Boiler Wall firing - front firing

PCC02 PPC2 Conventional Boiler Wall firing - front firing

Unit4 4 Conventional Boiler Tangential firing

PRV04 PRV4 Conventional Boiler Wall firing - front firing

PRV03 PRV3 Conventional Boiler Wall firing - front firing

001 1 Conventional Boiler Wall firing - unspecified

Unit 1 1 Conventional Boiler Wall firing - front firing
9 10 11

max_heat_input MWe_capacity Boiler_heat_rate

MMBtu/hr MW MMBtu/MWh

5646 586 9.634812287

4000 395 10.12658228

2300 226 10.17699115

1776 178 9.97752809

1173.27 125 9.38616

1930 129.4 14.91499227

2300 226 10.17699115

4000 395 10.12658228

8266 905 9.133701657

4000 421 9.501187648

9040 859 10.52386496

3650 375 9.733333333

4000 407 9.828009828

8650 854 10.12880562

4900 408 12.00980392

4094 386 10.60621762

4000 397 10.07556675

1982 198 10.01010101

9040 859 10.52386496

3984 383.5 10.38852673

3650 375 9.733333333

4074 388.25 10.49323889

4857 538 9.027881041

8650 841 10.28537455

4000 375 10.66666667

1850 190 9.736842105

3260 289 11.28027682

3260 289 11.28027682

6650 737 9.023066486

450 45 10
12 13

Fuel types Filterable Particulate - ERT

lb/MMBtu

No.6 Fuel Oil (residual or bunker C)

No.6 Fuel Oil (residual or bunker C) 0.001221339

No.6 Fuel Oil (residual or bunker C)

No.6 Fuel Oil (residual or bunker C) 0.001570768

No.6 Fuel Oil (residual or bunker C) 0.003164283

No.6 Fuel Oil (residual or bunker C), other--Natural Gas 0.006154098

No.6 Fuel Oil (residual or bunker C)

No.6 Fuel Oil (residual or bunker C) 0.007525509

No.6 Fuel Oil (residual or bunker C)

No.6 Fuel Oil (residual or bunker C) 0.026118173

No.6 Fuel Oil (residual or bunker C) 0.018878523

No.6 Fuel Oil (residual or bunker C), other--Natural Gas 0.018416267

No.6 Fuel Oil (residual or bunker C) 0.021444235

No.6 Fuel Oil (residual or bunker C) 0.020106265

No.6 Fuel Oil (residual or bunker C) 0.020719408

No.6 Fuel Oil (residual or bunker C)

No.6 Fuel Oil (residual or bunker C)

No.6 Fuel Oil (residual or bunker C)

No.6 Fuel Oil (residual or bunker C) 0.028922063

No.6 Fuel Oil (residual or bunker C)

No.6 Fuel Oil (residual or bunker C), other--Natural Gas 0.026255603

No.6 Fuel Oil (residual or bunker C) 0.058364504

No.6 Fuel Oil (residual or bunker C) 0.034663687

No.6 Fuel Oil (residual or bunker C) 0.031948662

No.6 Fuel Oil (residual or bunker C)

No.6 Fuel Oil (residual or bunker C), other--Natural Gas 0.032074062

No.6 Fuel Oil (residual or bunker C)

No.6 Fuel Oil (residual or bunker C)

No.6 Fuel Oil (residual or bunker C) 0.041632283

No.6 Fuel Oil (residual or bunker C) 0.050922763
14 15

Filterable Particulate MW - ERT Filterable Particulate - Part II

lb/MW lb/MMBtu

0.001033333

0.012367991 0.001333333

0.0015

0.01567238

0.029700469

0.091788325 0.027

0.007166667

0.076207683

0.017

0.248153666 0.017833333

0.198675023 0.018

0.179251667

0.210754149 0.018666667

0.203652448 0.0285

0.248836022

0.0213

0.022833333

0.024

0.304371882 0.024666667

0.0252

0.255554538

0.612432683 0.0266

0.312939643 0.027266667

0.328603951 0.027833333

0.031666667

0.312300075

0.0325

0.034833333

0.375650857

0.509227628
16 17

Filterable Particulate MW - Part II Filterable Particulate - min

lb/MW lb/MMBtu

0.009955973 0.001033333

0.01350211 0.001221339

0.015265487 0.0015

0.001570768

0.003164283

0.402704791 0.006154098

0.072935103 0.007166667

0.007525509

0.155272928 0.017

0.169437846 0.017833333

0.189429569 0.018

0.018416267

0.183456183 0.018666667

0.28867096 0.020106265

0.020719408

0.225912435 0.0213

0.230058774 0.022833333

0.240242424 0.024

0.259588669 0.024666667

0.261790874 0.0252

0.026255603

0.279120155 0.0266

0.246160223 0.027266667

0.286276258 0.027833333

0.337777778 0.031666667

0.032074062

0.366608997 0.0325

0.392929642 0.034833333

0.041632283

0.050922763
18 QA

Filterable Particulate MW - min

lb/MW

0.009955973

0.012367991

0.015265487

0.01567238

0.029700469

0.091788325

0.072935103

0.076207683

0.155272928

0.169437846

0.189429569

0.179251667

0.183456183

0.203652448

0.248836022

0.225912435

0.230058774

0.240242424

0.259588669

0.261790874

0.255554538

0.279120155

0.246160223

0.286276258

0.337777778

0.312300075

0.366608997

0.392929642

0.375650857

0.509227628
19 20

control_group_1 control_type_1

PM control Electrostatic precipitator, cold side, w/o flue gas conditioning

PM control Electrostatic precipitator, cold side, w/o flue gas conditioning

PM control Electrostatic precipitator, cold side, w/o flue gas conditioning

NOx control Selective Noncatalytic Reduction

NOx control Selective Noncatalytic Reduction

PM control Electrostatic precipitator, cold side, w/o flue gas conditioning

PM control Electrostatic precipitator, cold side, w/o flue gas conditioning

PM control Multiple cyclone

PM control Multiple cyclone

PM control Electrostatic precipitator, cold side, w/o flue gas conditioning

PM control Multiple cyclone

PM control Multiple cyclone

PM control Multiple cyclone

PM control Multiple cyclone

PM control Electrostatic precipitator, cold side, w/o flue gas conditioning

PM control Multiple cyclone

PM control Multiple cyclone

PM control Electrostatic precipitator, cold side, w/o flue gas conditioning

PM control Multiple cyclone

PM control Multiple cyclone
21 22 23

install_date_1 control_group_2 control_type_2

01-Dec-78

01-Jun-07

01-Feb-06

01-Oct-95 PM control Electrostatic precipitator, cold side, w/o flue gas conditioning

01-Oct-08 PM control Electrostatic precipitator, hot side, w/o flue gas conditioning

01-Jun-05

01-May-07

01-Apr-67

01-Jun-81

01-Jun-72

01-Apr-68

01-Nov-77

01-Apr-65

01-Dec-80

01-Apr-74

01-Oct-76

01-May-69

01-Nov-60

01-Mar-63

01-May-62
24 25 26 27 28

install_date_2 control_group_3 control_type_3 install_date_3 control_group_4

01-Jun-62

01-Aug-54
29 30 31 32 33

control_type_4 install_date_4 control_group_5 control_type_5 install_date_5
34 35 36 37 38

control_group_6 control_type_6 install_date_6 control_group_7 control_type_7
39 40 41 42 43

install_date_7 control_group_8 control_type_8 install_date_8 control_group_9
44 45 46 47 48

control_type_9 install_date_9 control_group_10 control_type_10 install_date_10
49 50 51 52 53

control_group_11 control_type_11 install_date_11 control_group_12 control_type_12
54 55

install_date_12
Nothing to compare; PM-3 test was also 

Key

RTI 

Calculated 

QA

lb/MMBtu Run Grade

Submitted 

Value

Submitted 

Value 

UOM Use ? Comment facility_id

configurat

ion_id

3_fPM_T1_R1 n/a D 0.004 pound per million British Thermal Unit (lb/MMBtu) Yes 1588 7

3_fPM_T1_R2 n/a D 0.004 pound per million British Thermal Unit (lb/MMBtu) Yes 1588 7

3_fPM_T1_R3 n/a D 0.005 pound per million British Thermal Unit (lb/MMBtu) Yes 1588 7

1588 7

1588 7

1588 7

3_fPM_T2_R1 n/a D 0.01 pound per million British Thermal Unit (lb/MMBtu) Yes 1588 7

3_fPM_T2_R2 n/a D 0.008 pound per million British Thermal Unit (lb/MMBtu) Yes 1588 7

3_fPM_T2_R3 n/a D 0.007 pound per million British Thermal Unit (lb/MMBtu) Yes 1588 7

1588 7

1588 7

1588 7

3_fPM_T3_R1 n/a D 0.004 pound per million British Thermal Unit (lb/MMBtu) Yes Burning oil and gas1588 7

3_fPM_T3_R2 n/a D 0.004 pound per million British Thermal Unit (lb/MMBtu) Yes Burning oil and gas1588 7

3_fPM_T3_R3 n/a D 0.003 pound per million British Thermal Unit (lb/MMBtu) Yes Burning oil and gas1588 7

1588 7

1588 7

1588 7

3_fPM_T4_R1 n/a D 0.0022 pound per million British Thermal Unit (lb/MMBtu) Yes 1588 7

3_fPM_T4_R2 n/a D 0.0004 pound per million British Thermal Unit (lb/MMBtu) Yes 1588 7

3_fPM_T4_R3 n/a D 0.0005 pound per million British Thermal Unit (lb/MMBtu) Yes 1588 7

1588 7

1588 7

1588 7

Data from hard copy ICR. Only summar
 compare; PM-3 test was also burning gas

report_id

sampling_

port_id order

pollutant_

id pollutant_name run_id

start_dateti

me

PM-1 Stack 1 3 1 PM (Filterable) 1 20-Dec-05

PM-1 Stack 1 3 1 PM (Filterable) 2 20-Dec-05

PM-1 Stack 1 3 1 PM (Filterable) 3 20-Dec-05

PM (Filterable) 1 20-Dec-05

PM (Filterable) 2 20-Dec-05

PM (Filterable) 3 20-Dec-05

PM-2 Stack 1 3 1 PM (Filterable) 1 18-Jul-06

PM-2 Stack 1 3 1 PM (Filterable) 2 18-Jul-06

PM-2 Stack 1 3 1 PM (Filterable) 3 18-Jul-06

PM (Filterable) 1 18-Jul-06

PM (Filterable) 2 18-Jul-06

PM (Filterable) 3 18-Jul-06

PM-3 Stack 1 3 1 PM (Filterable) 1 22-Jul-08

PM-3 Stack 1 3 1 PM (Filterable) 2 22-Jul-08

PM-3 Stack 1 3 1 PM (Filterable) 3 22-Jul-08

PM (Filterable) 1 22-Jul-08

PM (Filterable) 2 22-Jul-08

PM (Filterable) 3 22-Jul-08

PM-4 Stack 1 3 1 PM (Filterable) 1 21-Nov-08

PM-4 Stack 1 3 1 PM (Filterable) 2 21-Nov-08

PM-4 Stack 1 3 1 PM (Filterable) 3 21-Nov-08

PM (Filterable) 1 21-Nov-08

PM (Filterable) 2 21-Nov-08

PM (Filterable) 3 21-Nov-08

hard copy ICR. Only summary pages from test report provided.
end_dateti

me unit_load

fuel_flow_

rate

fuel_heati

ng_value

fg_moistu

re_conten

t

fg_oxygen

_content

fg_CO2_c

ontent

fg_temper

ature

test_meth

od

20-Dec-05 5.94

20-Dec-05 5.98

20-Dec-05 6.11

20-Dec-05 ND 5.94

20-Dec-05 ND 5.98

20-Dec-05 ND 6.11

18-Jul-06 5.62

18-Jul-06 5.6

18-Jul-06 5.52

18-Jul-06 ND 5.62

18-Jul-06 ND 5.60

18-Jul-06 ND 5.52

22-Jul-08 6.46

22-Jul-08 6.18

22-Jul-08 9.13

22-Jul-08 ND 6.46

22-Jul-08 ND 6.18

22-Jul-08 ND 9.13

21-Nov-08 8.4

21-Nov-08 9

21-Nov-08 9

21-Nov-08 ND 8.4

21-Nov-08 ND 9.0

21-Nov-08 ND 9.0
conc conc_units conc_ND conc_MDL conc2

conc2_uni

ts

FALSE

FALSE

FALSE

ND

ND

ND

FALSE

FALSE

FALSE

ND

ND

ND

FALSE

FALSE

FALSE

ND

ND

ND

FALSE

FALSE

FALSE

ND

ND

ND
emission_

rate

emission_

rate_units

emission_

rate_ND

emission_

rate_MDL

emission_

factor

emission_facto

r_units

emission_

factor_ND

emission_

factor_M

DL

FALSE 0.004 pound per million British Thermal Unit (lb/MMBtu) FALSE

FALSE 0.004 pound per million British Thermal Unit (lb/MMBtu) FALSE

FALSE 0.005 pound per million British Thermal Unit (lb/MMBtu) FALSE

0.004 pound per million British Thermal Unit (lb/MMBtu)

0.004 pound per million British Thermal Unit (lb/MMBtu)

0.005 pound per million British Thermal Unit (lb/MMBtu)

FALSE 0.01 pound per million British Thermal Unit (lb/MMBtu) FALSE

FALSE 0.008 pound per million British Thermal Unit (lb/MMBtu) FALSE

FALSE 0.007 pound per million British Thermal Unit (lb/MMBtu) FALSE

0.010 pound per million British Thermal Unit (lb/MMBtu)

0.008 pound per million British Thermal Unit (lb/MMBtu)

0.007 pound per million British Thermal Unit (lb/MMBtu)

FALSE 0.004 pound per million British Thermal Unit (lb/MMBtu) FALSE

FALSE 0.004 pound per million British Thermal Unit (lb/MMBtu) FALSE

FALSE 0.003 pound per million British Thermal Unit (lb/MMBtu) FALSE

0.004 pound per million British Thermal Unit (lb/MMBtu)

0.004 pound per million British Thermal Unit (lb/MMBtu)

0.003 pound per million British Thermal Unit (lb/MMBtu)

FALSE 0.0022 pound per million British Thermal Unit (lb/MMBtu) FALSE

FALSE 0.0004 pound per million British Thermal Unit (lb/MMBtu) FALSE

FALSE 0.0005 pound per million British Thermal Unit (lb/MMBtu) FALSE

0.0022 pound per million British Thermal Unit (lb/MMBtu)

0.0004 pound per million British Thermal Unit (lb/MMBtu)

0.0005 pound per million British Thermal Unit (lb/MMBtu)
run_pollutant_comm

ent Fuel1 Fuel1%Btu Fuel2 Fuel2%Btu QA Comment

soot blow run

hermal Unit (lb/MMBtu) Oil

soot blow run Oil

hermal Unit (lb/MMBtu) Oil

hermal Unit (lb/MMBtu) Oil

soot blow run Oil

hermal Unit (lb/MMBtu) Oil

hermal Unit (lb/MMBtu) Oil Gas They were burning gas and oil

soot blow run Oil Gas They were burning gas and oil

hermal Unit (lb/MMBtu) Oil Gas They were burning gas and oil

hermal Unit (lb/MMBtu) Oil

soot blow run Oil

hermal Unit (lb/MMBtu) Oil
facility_id report_id sampling_port_id run_id

617_PPE03 2005_PPE STK03_1 617 PPE03 2005 PPE STK03 1

617_PPE03 2005_PPE STK03_2 617 PPE03 2005 PPE STK03 2

617_PPE03 2005_PPE STK03_3 617 PPE03 2005 PPE STK03 3

617_PPE03 2005_PPE STK03_4 617 PPE03 2005 PPE STK03 4

617_PPE03 2005_PPE STK03_5 617 PPE03 2005 PPE STK03 5

617_PPE03 2005_PPE STK03_6 617 PPE03 2005 PPE STK03 6

617_PPE03 2006_PPE STK03_1 617 PPE03 2006 PPE STK03 1

617_PPE03 2006_PPE STK03_2 617 PPE03 2006 PPE STK03 2

617_PPE03 2006_PPE STK03_3 617 PPE03 2006 PPE STK03 3

617_PPE03 2006_PPE STK03_4 617 PPE03 2006 PPE STK03 4

617_PPE03 2006_PPE STK03_5 617 PPE03 2006 PPE STK03 5

617_PPE03 2006_PPE STK03_6 617 PPE03 2006 PPE STK03 6

617_PPE03 2007_PPE STK03_1 617 PPE03 2007 PPE STK03 1

617_PPE03 2007_PPE STK03_2 617 PPE03 2007 PPE STK03 2

617_PPE03 2007_PPE STK03_3 617 PPE03 2007 PPE STK03 3

617_PPE03 2007_PPE STK03_4 617 PPE03 2007 PPE STK03 4

617_PPE03 2007_PPE STK03_5 617 PPE03 2007 PPE STK03 5

617_PPE03 2007_PPE STK03_6 617 PPE03 2007 PPE STK03 6

617_PPE03 2008_PPE STK03_1 617 PPE03 2008 PPE STK03 1

617_PPE03 2008_PPE STK03_2 617 PPE03 2008 PPE STK03 2

617_PPE03 2008_PPE STK03_3 617 PPE03 2008 PPE STK03 3

617_PPE03 2008_PPE STK03_4 617 PPE03 2008 PPE STK03 4

617_PPE03 2008_PPE STK03_5 617 PPE03 2008 PPE STK03 5

617_PPE03 2008_PPE STK03_6 617 PPE03 2008 PPE STK03 6

617_PPE03 2009_PPE STK03_1 617 PPE03 2009 PPE STK03 1

617_PPE03 2009_PPE STK03_2 617 PPE03 2009 PPE STK03 2

617_PPE03 2009_PPE STK03_3 617 PPE03 2009 PPE STK03 3

617_PPE03 2009_PPE STK03_4 617 PPE03 2009 PPE STK03 4

617_PPE03 2009_PPE STK03_5 617 PPE03 2009 PPE STK03 5

617_PPE03 2009_PPE STK03_6 617 PPE03 2009 PPE STK03 6

facility_id report_id sampling_port_id run_id

617_PPE03 2005_PPE STK03_1 617 PPE03 2005 PPE STK03 1

617_PPE03 2005_PPE STK03_2 617 PPE03 2005 PPE STK03 2

617_PPE03 2005_PPE STK03_3 617 PPE03 2005 PPE STK03 3

617_PPE03 2005_PPE STK03_4 617 PPE03 2005 PPE STK03 4

617_PPE03 2005_PPE STK03_5 617 PPE03 2005 PPE STK03 5

617_PPE03 2005_PPE STK03_6 617 PPE03 2005 PPE STK03 6

617_PPE03 2006_PPE STK03_1 617 PPE03 2006 PPE STK03 1

617_PPE03 2006_PPE STK03_2 617 PPE03 2006 PPE STK03 2

617_PPE03 2006_PPE STK03_3 617 PPE03 2006 PPE STK03 3

617_PPE03 2006_PPE STK03_4 617 PPE03 2006 PPE STK03 4

617_PPE03 2006_PPE STK03_5 617 PPE03 2006 PPE STK03 5

617_PPE03 2006_PPE STK03_6 617 PPE03 2006 PPE STK03 6
617_PPE03 2007_PPE STK03_1 617 PPE03 2007 PPE STK03

1

617_PPE03 2007_PPE STK03_2 617 PPE03 2007 PPE STK032

617_PPE03 2007_PPE STK03_3 617 PPE03 2007 PPE STK033

617_PPE03 2007_PPE STK03_4 617 PPE03 2007 PPE STK034

617_PPE03 2007_PPE STK03_5 617 PPE03 2007 PPE STK035

617_PPE03 2007_PPE STK03_6 617 PPE03 2007 PPE STK036

617_PPE03 2008_PPE STK03_1 617 PPE03 2008 PPE STK031

617_PPE03 2008_PPE STK03_2 617 PPE03 2008 PPE STK032

617_PPE03 2008_PPE STK03_3 617 PPE03 2008 PPE STK033

617_PPE03 2008_PPE STK03_4 617 PPE03 2008 PPE STK034

617_PPE03 2008_PPE STK03_5 617 PPE03 2008 PPE STK035

617_PPE03 2008_PPE STK03_6 617 PPE03 2008 PPE STK036

617_PPE03 2009_PPE STK03_1 617 PPE03 2009 PPE STK031

617_PPE03 2009_PPE STK03_2 617 PPE03 2009 PPE STK032

617_PPE03 2009_PPE STK03_3 617 PPE03 2009 PPE STK033

617_PPE03 2009_PPE STK03_4 617 PPE03 2009 PPE STK034

617_PPE03 2009_PPE STK03_5 617 PPE03 2009 PPE STK035

617_PPE03 2009_PPE STK03_6 617 PPE03 2009 PPE STK036
Reported 1 mg 1 x RDL For UPL

start_datetime end_datetime lb fPM/MMBtu lb fPM/MMBtu lb fPM/MMBtu unit_load

3/22/05 8:34 3/22/05 9:39 4.90E-02 7.36E-04 4.90E-02 404

3/22/05 9:50 3/22/05 10:55 2.50E-02 7.45E-04 2.50E-02 403

3/22/05 11:00 3/22/05 12:03 2.10E-02 7.45E-04 2.10E-02 403

3/22/05 12:06 3/22/05 13:12 2.20E-02 7.45E-04 2.20E-02 403

3/22/05 13:24 3/22/05 14:27 3.10E-02 7.36E-04 3.10E-02 402

3/22/05 14:31 3/22/05 15:35 6.20E-02 7.40E-04 6.20E-02 403

3/7/06 9:05 3/7/06 10:10 9.30E-02 7.01E-04 9.30E-02 370

3/7/06 10:24 3/7/06 11:27 1.09E-01 7.01E-04 1.09E-01 370

3/7/06 11:30 3/7/06 12:36 2.30E-02 6.97E-04 2.30E-02 370

3/7/06 12:42 3/7/06 13:46 6.30E-02 6.97E-04 6.30E-02 370

3/7/06 13:51 3/7/06 14:56 1.10E-01 6.97E-04 1.10E-01 370

3/7/06 15:02 3/7/06 16:06 6.30E-02 6.93E-04 6.30E-02 370

9/11/07 10:25 9/11/07 11:28 8.00E-03 6.93E-04 8.00E-03 385

9/11/07 11:37 9/11/07 12:41 8.00E-03 6.93E-04 8.00E-03 384

9/11/07 12:46 9/11/07 13:50 7.00E-03 6.93E-04 7.00E-03 382

9/11/07 13:57 9/11/07 15:01 8.00E-03 6.93E-04 8.00E-03 382

9/11/07 15:05 9/11/07 16:09 8.00E-03 6.97E-04 8.00E-03 383

9/11/07 16:15 9/11/07 17:19 6.00E-03 7.01E-04 6.00E-03 384

2/19/08 10:28 2/19/08 11:34 8.00E-03 7.40E-04 8.00E-03 397

2/19/08 11:43 2/19/08 12:49 1.10E-02 7.36E-04 1.10E-02 394

2/19/08 12:52 2/19/08 13:57 1.20E-02 7.31E-04 1.20E-02 395

2/19/08 14:00 2/19/08 15:04 1.30E-02 7.27E-04 1.30E-02 395

2/19/08 15:14 2/19/08 16:19 1.10E-02 7.27E-04 1.10E-02 396

2/19/08 16:29 2/19/08 17:34 9.00E-03 7.36E-04 9.00E-03 396

3/17/09 9:08 3/17/09 10:19 1.00E-03 7.22E-04 1.00E-03 385

3/17/09 10:29 3/17/09 11:36 1.00E-03 7.18E-04 1.00E-03 384

3/17/09 11:45 3/17/09 12:51 2.00E-03 7.18E-04 2.00E-03 384

3/17/09 13:00 3/17/09 14:06 1.00E-03 7.14E-04 1.00E-03 384

3/17/09 14:16 3/17/09 15:23 2.00E-03 7.14E-04 2.00E-03 384

3/17/09 15:44 3/17/09 16:50 1.00E-03 7.14E-04 1.00E-03 384

pollutant_name conc conc_units conc_ND

PM (Filterable) FALSE

PM (Filterable) FALSE

PM (Filterable) FALSE

PM (Filterable) FALSE

PM (Filterable) FALSE

PM (Filterable) FALSE

PM (Filterable) FALSE

PM (Filterable) FALSE

PM (Filterable) FALSE

PM (Filterable) FALSE

PM (Filterable) FALSE

PM (Filterable) FALSE
PM (Filterable) FALSE

PM (Filterable) FALSE

PM (Filterable) FALSE

PM (Filterable) FALSE

PM (Filterable) FALSE

PM (Filterable) FALSE

PM (Filterable) FALSE

PM (Filterable) FALSE

PM (Filterable) FALSE

PM (Filterable) FALSE

PM (Filterable) FALSE

PM (Filterable) FALSE

PM (Filterable) FALSE

PM (Filterable) FALSE

PM (Filterable) FALSE

PM (Filterable) FALSE

PM (Filterable) FALSE

PM (Filterable) FALSE
net_generation fg_moisture_content fg_flow_ratefg_flow_rate_units standard_temperature standard_pressure normal_temperature normal_pressure fg_oxygen_content

383 10.37 838655 dscfm 68 29.92 4.6

383 9.62 838364 dscfm 68 29.92 4.8

383 11.72 830046 dscfm 68 29.92 4.8

383 10.86 831774 dscfm 68 29.92 4.8

383 10.75 824308 dscfm 68 29.92 4.6

383 11.48 837679 dscfm 68 29.92 4.7

361 11.6 769042 dscfm 68 29.92 3.8

362 9.14 773446 dscfm 68 29.92 3.8

361 10.28 764053 dscfm 68 29.92 3.7

361 9.47 763254 dscfm 68 29.92 3.7

362 9.85 764473 dscfm 68 29.92 3.7

361 13.06 751678 dscfm 68 29.92 3.6

374 11.87 751575 dscfm 68 29.92 3.6

374 11.47 749331 dscfm 68 29.92 3.6

374 12.68 728999 dscfm 68 29.92 3.6

374 10.58 735420 dscfm 68 29.92 3.6

374 11.14 753388 dscfm 68 29.92 3.7

374 11.82 758210 dscfm 68 29.92 3.8

384 7.81 841366 dscfm 68 29.92 4.7

381 8.96 827691 dscfm 68 29.92 4.6

383 8.27 805961 dscfm 68 29.92 4.5

383 8.38 816490 dscfm 68 29.92 4.4

384 10.88 807595 dscfm 68 29.92 4.4

383 9.83 821228 dscfm 68 29.92 4.6

374 11.29 761597 dscfm 68 29.92 4.3

374 11.73 758404 dscfm 68 29.92 4.2

374 10.7 751853 dscfm 68 29.92 4.2

374 11.03 744195 dscfm 68 29.92 4.1

374 10.82 748950 dscfm 68 29.92 4.1

374 9.23 763859 dscfm 68 29.92 4.1

conc_MDL emission_rateemission_rate_units emission_rate_ND emission_rate_MDL emission_factor emission_factor_units emission_factor_ND emission_factor_MDL

0.049 lb/MMBtu FALSE FALSE

0.025 lb/MMBtu FALSE FALSE

0.021 lb/MMBtu FALSE FALSE

0.022 lb/MMBtu FALSE FALSE

0.031 lb/MMBtu FALSE FALSE

0.062 lb/MMBtu FALSE FALSE

0.093 lb/MMBtu FALSE FALSE

0.109 lb/MMBtu FALSE FALSE

0.023 lb/MMBtu FALSE FALSE

0.063 lb/MMBtu FALSE FALSE

0.11 lb/MMBtu FALSE FALSE

0.063 lb/MMBtu FALSE FALSE
0.008 lb/MMBtu FALSE FALSE

0.008 lb/MMBtu FALSE FALSE

0.007 lb/MMBtu FALSE FALSE

0.008 lb/MMBtu FALSE FALSE

0.008 lb/MMBtu FALSE FALSE

0.006 lb/MMBtu FALSE FALSE

0.008 lb/MMBtu FALSE FALSE

0.011 lb/MMBtu FALSE FALSE

0.012 lb/MMBtu FALSE FALSE

0.013 lb/MMBtu FALSE FALSE

0.011 lb/MMBtu FALSE FALSE

0.009 lb/MMBtu FALSE FALSE

0.001 lb/MMBtu FALSE FALSE

0.001 lb/MMBtu FALSE FALSE

0.002 lb/MMBtu FALSE FALSE

0.001 lb/MMBtu FALSE FALSE

0.002 lb/MMBtu FALSE FALSE

0.001 lb/MMBtu FALSE FALSE
fg_CO2_content fg_temperature fg_pressureHg_loi test_methodrun_comments fuel_id fuel_unit_load

13.1 300 29.9 Method 17 Soot BlowingNumber 6 Fuel Oil 404

12.9 300 29.9 Method 17 Steady StateNumber 6 Fuel Oil 403

13 300 29.9 Method 17 Steady StateNumber 6 Fuel Oil 403

13 300 29.9 Method 17 Steady StateNumber 6 Fuel Oil 403

13 300 29.9 Method 17 Soot BlowingNumber 6 Fuel Oil 402

13 300 29.9 Method 17 Soot BlowingNumber 6 Fuel Oil 403

13.6 282 29.95 Method 17 Soot BlowingNumber 6 Fuel Oil 370

13.7 282 29.95 Method 17 Steady StateNumber 6 Fuel Oil 370

13.6 284 29.95 Method 17 Steady StateNumber 6 Fuel Oil 370

13.6 291 29.95 Method 17 Steady StateNumber 6 Fuel Oil 370

13.6 289 29.95 Method 17 Soot BlowingNumber 6 Fuel Oil 370

13.7 288 29.95 Method 17 Soot BlowingNumber 6 Fuel Oil 370

13.6 300 29.97 Method 17 Soot BlowingNumber 6 Fuel Oil 385

13.6 300 29.97 Method 17 Steady StateNumber 6 Fuel Oil 384

13.6 300 29.97 Method 17 Steady StateNumber 6 Fuel Oil 382

13.5 300 29.97 Method 17 Steady StateNumber 6 Fuel Oil 382

13.5 300 29.97 Method 17 Soot BlowingNumber 6 Fuel Oil 383

13.4 300 29.97 Method 17 Soot BlowingNumber 6 Fuel Oil 384

13 300 30.14 Method 17 Soot BlowingNumber 6 Fuel Oil 397

13.1 300 30.14 Method 17 Steady StateNumber 6 Fuel Oil 394

13.1 300 30.14 Method 17 Steady StateNumber 6 Fuel Oil 395

13.2 300 30.14 Method 17 Steady StateNumber 6 Fuel Oil 395

13.2 300 30.14 Method 17 Soot BlowingNumber 6 Fuel Oil 396

13.2 300 30.14 Method 17 Soot BlowingNumber 6 Fuel Oil 396

13.2 300 29.97 Method 17 Steady StateNumber 6 Fuel Oil 385

13.4 300 29.97 Method 17 Soot BlowingNumber 6 Fuel Oil 384

13.3 300 29.97 Method 17 Steady StateNumber 6 Fuel Oil 384

13.3 300 29.97 Method 17 Steady StateNumber 6 Fuel Oil 384

13.3 300 29.97 Method 17 Soot BlowingNumber 6 Fuel Oil 384

13.3 300 29.97 Method 17 Soot BlowingNumber 6 Fuel Oil 384

run_pollutant_comment run_pollutant_comment

fuel_flow_rate ful_ash fuel_heating_value fuel_sulfur

191500 0.05 18330 1

191500 0.05 18330 1

191500 0.05 18330 1

191500 0.05 18330 1

191500 0.05 18330 1

191500 0.05 18330 1

180800 0.1 18410 0.98

180800 0.1 18410 0.98

180800 0.1 18410 0.98

180800 0.1 18410 0.98

180800 0.1 18410 0.98

180800 0.1 18410 0.98

191800 0.15 18337 0.97

191800 0.15 18337 0.97

191800 0.15 18337 0.97

191800 0.15 18337 0.97

191800 0.15 18337 0.97

191800 0.15 18337 0.97

195400 0.08 18238 1

195400 0.08 18238 1

195400 0.08 18238 1

195400 0.08 18238 1

195400 0.08 18238 1

195400 0.08 18238 1

188100 0.08 18408 0.96

188100 0.08 18408 0.96

188100 0.08 18408 0.96

188100 0.08 18408 0.96

188100 0.08 18408 0.96

188100 0.08 18408 0.96
Runs

617

Port Everglades

PPE3

1 1.35E-02 2 2.29E-02 3 7.59E-02 4 1.08E-01 56789

10

11

12

13

14

15

16

17

18

19

20

21

22

23

24

25

26

27

28

29

30

31

32

33

34

35

Emissions 

Use for large sample sets and small sample sets that are Normal. 1 1 N i i

dfn



 

      

1N

i

i

n



N

090000648116ceac.xlsx UPL Pooled Template 11/19/2012

Testing Normality Raw Data

Sample Size 4.00

Kurtosis -3.42

SE Kurtosis 1.29

Result Kurtosis non normal

Skewness 0.39

SE Skewness 1.01

Result Skewness normal

ni = number test runs =40000000000

Total Number of sources =1

n =Total # test runs =43

Use for large sample sets and small sample sets that are Normal. 1 1 N i i

dfn



 

      

1N

i

i

n



N

090000648116ceac.xlsx UPL Pooled Template 11/19/2012
This step is for QC only:

means 0.06 #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0!

0.06

Mean =

Pooled Variance = 0.0020

m= number future runs = 3

Term1 0.5833

Term2 0.0012

Squared root Term2 0.034164586

NOTE: the pvalue for the t-statistic is calculated as: 2*alpha, where 1-alpha is desired confidence, so if 99% confidence is desired then alpha=0.01 and 2*alpha=2*(0.01)

 

2

2

1

1

1

n

i

i

s x X

n 

 

 

1 1

1

N ni

ij

i j

X x

n  

 

1 1

n m



2 1 1

s

n m

    

 

df t

2 1 1

s

n m

    

 

1

1

ni

i ik

i k

x x

n 

 

2

,

1 1 X tdf p

s

n m

 

     

090000648116ceac.xlsx UPL Pooled Template 11/19/2012

t-statistic = quantile t-distribution with df degrees of freedom at .99 confidence level = 4.540702859

UPL POOLED VARIANCE = 0.2102

 

2

2

1

1

1

n

i

i

s x X

n 

 

 

1 1

1

N ni

ij

i j

X x

n  

 

1 1

n m



2 1 1

s

n m

    

 

df t

2 1 1

s

n m

    

 

1

1

ni

i ik

i k

x x

n 

 

2

,

1 1 X tdf p

s

n m

 

     

090000648116ceac.xlsx UPL Pooled Template 11/19/2012
Runs

617

Port Everglades

PPE3

1 1.35E-02 2 2.29E-02 3 7.59E-02 4 1.08E-01 56789

10

11

12

13

14

15

16

17

18

19

20

21

22

23

24

25

26

27

28

29

30

31

32

33

34

35

Testing Normality Raw Data Log Data

Sample Size 4.00 4.00

Kurtosis -3.42 -4.05

SE Kurtosis 1.29 1.29 Average of Raw Data 0.06

Result Kurtosis non normal non normal

Skewness 0.39 -0.13

SE Skewness 1.01 1.01

Result Skewness normal normal

Runs 1 -4.304909331

-3.777109443

Emissions

Use for small sample sets that are Lognormal.

1. Take LN( ) of Raw Data

090000648116ceac.xlsx Lognormal Template 11/19/2012 1 -4.304909331 2 -3.777109443 3 -2.577688383 4 -2.22546779 56789

10

11

12

13

14

15

16

17

18

19

20

21

22

23

24

25

26

27

28

29

30

31

32

33

34

35

090000648116ceac.xlsx Lognormal Template 11/19/2012
4

3. Calculate -3.221293737

0.963017008

4. Calculate

5. m 3

6. Calculate

100.6295539

7.869194714

14.78778294

7. Calculate

3.394258117

9. substitue the values of in cell D7 and F7 respectively

8. Go to tab distribution for 99 percentile "lognormal distribution 99% "

b- denominator first term

2. Calculate sample size, n=

a- Numerator first term

1

ˆ

n

i

i

x

n

 



 

2

2 1

ˆ

1

n

i

i

x x

n













222 4 3 ˆˆˆ 2

e e233 e

 

 

2

2

ˆ m e 1





2z

 

2 2

ˆ ˆ

1

1 2

z

e e

m

 



 



2z 1z

2

ˆ 2 2 2

2

2 4

ˆ

.99 2 2 ˆ ˆ ˆ ˆ 2 ˆ

ˆ ˆ ( 1)

2( 1)

z

UPL e me e m e

m n n

       

   

      

  

2

ˆ

2

ˆ

e

 

2

2 ˆ ˆ

e

 

2

ˆ

( 1 e )





2 4

ˆ ˆ

n n 2( 1)

      

  

2 2 2

2 4

2 2 ˆ ˆ ˆ ˆ 2 ˆ

ˆ ˆ ( 1)

2( 1)

me e m e

n n

     

   

    

  

 

222

2

4 3 ˆˆˆ 2

2 2

ˆ

233 1

3 1

1

z

e e e

m m e

  





  

    

  

090000648116ceac.xlsx Lognormal Template 11/19/2012

3.484 z value from "lognormal distribution 99% "

a- Calculate 0.064584216

b- Calculate 0.004171121

c- Calculate 1.619587881

d-calculate 0.395321212

e- Calculate 0.187368

f- Calculate UPL 2.82E-01

10. In column AE indentify the value that is the smallest value that is larger than 0.99, note what row number this is.

11. In column B, go down the the row number from Step 10. above, and copy the z value.

12. calculate the UPL using the formula 

1

ˆ

n

i

i

x

n

 



 

2

2 1

ˆ

1

n

i

i

x x

n













222 4 3 ˆˆˆ 2

e e233 e

 

 

2

2

ˆ m e 1





2z

 

2 2

ˆ ˆ

1

1 2

z

e e

m

 



 



2z 1z

2

ˆ 2 2 2

2

2 4

ˆ

.99 2 2 ˆ ˆ ˆ ˆ 2 ˆ

ˆ ˆ ( 1)

2( 1)

z

UPL e me e m e

m n n

       

   

      

  

2

ˆ

2

ˆ

e

 

2

2 ˆ ˆ

e

 

2

ˆ

( 1 e )





2 4

ˆ ˆ

n n 2( 1)

      

  

2 2 2

2 4

2 2 ˆ ˆ ˆ ˆ 2 ˆ

ˆ ˆ ( 1)

2( 1)

me e m e

n n

     

   

    

  

 

222

2

4 3 ˆˆˆ 2

2 2

ˆ

233 1

3 1

1

z

e e e

m m e

  





  

    

  

090000648116ceac.xlsx Lognormal Template 11/19/2012